chore: make the deploy directory a real git checkout
/root/Routes-api was not a repository. Work had been done directly here and existed nowhere else, so deploying from git would have silently reverted it -- which nearly happened with the Valhalla road-backend probe. Now the box tracks origin/main, and any drift shows up in git status instead of being invisible until something breaks. Runtime state is untracked rather than committed. ml_data holds the live FAISS delivery-history index and bandit state, and the .pkl files hold live rider state; all are written by the running container. Tracking them meant git status was 93 lines of noise that would bury a real source change, and a stray `git checkout .` would have rolled learned behaviour back to a months-old commit. They stay on disk, they just leave the index. Also drops __pycache__ and three stray files (Untitled (2), input, output) that were committed by accident and no longer exist here. .env stays tracked but is marked skip-worktree: it is per-environment, so it would otherwise read as modified forever. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
This commit is contained in:
Routes API server
12
.gitignore
vendored
12
.gitignore
vendored
@@ -2,3 +2,15 @@ __pycache__/
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# Valhalla OSM tiles + extracts (multi-GB, rebuilt from tile_urls)
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valhalla_tiles/
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# Runtime state written by the container — never source of truth in git.
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# ml_data holds the live FAISS delivery-history index and bandit state;
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# the .pkl files hold live rider state. Reverting these from git would
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# silently reset learned behaviour.
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data/
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Untitled (2)
2213
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"trust_level": "acceptable",
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"interpretation": "Predictions off by +/-8.3 pts (R2=0.57, trust=acceptable)"
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"pareto_frontier": []
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}
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@@ -1,195 +0,0 @@
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{
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"timestamp": "2026-04-06T11:15:21.558462",
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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"interpretation": "Predictions off by +/-7.8 pts (R2=0.61, trust=good)"
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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|
||||||
}
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|
||||||
],
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|
||||||
"pareto_frontier": []
|
|
||||||
}
|
|
||||||
@@ -1,195 +0,0 @@
|
|||||||
{
|
|
||||||
"timestamp": "2026-04-06T11:27:05.547790",
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|
||||||
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|
||||||
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|
||||||
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||||||
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||||||
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|
||||||
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||||||
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||||||
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|
||||||
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|
||||||
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|
||||||
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|
|
||||||
},
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|
||||||
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|
||||||
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|
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|
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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||||||
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||||||
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|
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|
||||||
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|
||||||
{
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
}
|
|
||||||
],
|
|
||||||
"pareto_frontier": []
|
|
||||||
}
|
|
||||||
@@ -1,197 +0,0 @@
|
|||||||
{
|
|
||||||
"timestamp": "2026-04-06T11:34:20.840607",
|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
"interpretation": "Predictions off by +/-6.3 pts (R2=0.74, trust=good)"
|
|
||||||
},
|
|
||||||
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|
||||||
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|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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||||||
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|
||||||
}
|
|
||||||
@@ -1,201 +0,0 @@
|
|||||||
{
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|
||||||
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|
||||||
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|
||||||
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||||||
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||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
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|
|
||||||
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|
|
||||||
"road_factor": 1.5159033836084548
|
|
||||||
},
|
|
||||||
"score": 89.02847290039062
|
|
||||||
},
|
|
||||||
{
|
|
||||||
"params": {
|
|
||||||
"max_pickup_distance_km": 6.830306126015477,
|
|
||||||
"max_kitchen_distance_km": 4.217592923048695,
|
|
||||||
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|
|
||||||
"ideal_load": 3,
|
|
||||||
"workload_balance_threshold": 0.9455786388966734,
|
|
||||||
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|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
},
|
|
||||||
"score": 89.02847290039062
|
|
||||||
}
|
|
||||||
],
|
|
||||||
"pareto_frontier": []
|
|
||||||
}
|
|
||||||
@@ -1,201 +0,0 @@
|
|||||||
{
|
|
||||||
"timestamp": "2026-04-07T04:44:22.624847",
|
|
||||||
"training_rows": 70,
|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
},
|
|
||||||
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|
|
||||||
"r2_score": 0.7574,
|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
"interpretation": "Predictions off by +/-6.0 pts (R2=0.76, trust=strong)"
|
|
||||||
},
|
|
||||||
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|
|
||||||
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|
|
||||||
"best_quality": 95.0,
|
|
||||||
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|
|
||||||
"sample_size": 70
|
|
||||||
},
|
|
||||||
"feature_importance": {
|
|
||||||
"rolling_avg_quality_5": 34.94,
|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
"is_peak": 0.05
|
|
||||||
},
|
|
||||||
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|
||||||
{
|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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||||||
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|
||||||
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|
||||||
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||||||
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|
||||||
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|
||||||
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||||||
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|
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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||||||
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||||||
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|
||||||
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|
||||||
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||||||
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|
||||||
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||||||
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||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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||||||
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||||||
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||||||
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|
||||||
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||||||
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||||||
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|
||||||
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||||||
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|
||||||
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||||||
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|
||||||
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|
||||||
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||||||
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|
||||||
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|
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|
||||||
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|
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|
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|
||||||
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|
||||||
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|
||||||
},
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|
||||||
{
|
|
||||||
"params": {
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
},
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|
||||||
"score": 89.02847290039062
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|
||||||
}
|
|
||||||
],
|
|
||||||
"pareto_frontier": []
|
|
||||||
}
|
|
||||||
@@ -1,201 +0,0 @@
|
|||||||
{
|
|
||||||
"timestamp": "2026-04-07T05:34:06.339200",
|
|
||||||
"training_rows": 70,
|
|
||||||
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|
|
||||||
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|
|
||||||
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|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
},
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|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
"interpretation": "Predictions off by +/-6.0 pts (R2=0.76, trust=strong)"
|
|
||||||
},
|
|
||||||
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|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
||||||
},
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|
||||||
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|
||||||
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|
|
||||||
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|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
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|
||||||
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|
||||||
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|
||||||
},
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|
||||||
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|
||||||
{
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|
||||||
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|
||||||
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|
||||||
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|
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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|
||||||
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|
||||||
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||||||
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|
||||||
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||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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||||||
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||||||
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|
||||||
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|
||||||
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||||||
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||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
{
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|
||||||
"params": {
|
|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
},
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|
||||||
"score": 89.02847290039062
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|
||||||
}
|
|
||||||
],
|
|
||||||
"pareto_frontier": []
|
|
||||||
}
|
|
||||||
@@ -1,202 +0,0 @@
|
|||||||
{
|
|
||||||
"timestamp": "2026-04-07T05:50:38.347689",
|
|
||||||
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|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
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|
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|
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
},
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|
||||||
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|
||||||
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|
||||||
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|
|
||||||
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|
|
||||||
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|
||||||
},
|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
|
||||||
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|
||||||
},
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|
||||||
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|
||||||
{
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|
||||||
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|
||||||
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|
||||||
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||||||
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||||||
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|
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|
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|
||||||
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||||||
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||||||
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||||||
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|
||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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|
||||||
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||||||
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||||||
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|
||||||
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|
||||||
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|
||||||
},
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|
||||||
{
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|
||||||
"params": {
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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||||||
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|
||||||
},
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|
||||||
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|
||||||
}
|
|
||||||
],
|
|
||||||
"pareto_frontier": []
|
|
||||||
}
|
|
||||||
@@ -1,202 +0,0 @@
|
|||||||
{
|
|
||||||
"timestamp": "2026-04-07T05:55:20.028939",
|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
"interpretation": "Predictions off by +/-5.7 pts (R2=0.79, trust=strong)"
|
|
||||||
},
|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
|
||||||
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|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
},
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|
||||||
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|
||||||
{
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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}
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|
||||||
@@ -1,203 +0,0 @@
|
|||||||
{
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||||||
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|
||||||
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||||||
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|
|
||||||
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|
|
||||||
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|
||||||
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|
|
||||||
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|
|
||||||
},
|
|
||||||
"score": 89.02847290039062
|
|
||||||
}
|
|
||||||
],
|
|
||||||
"pareto_frontier": []
|
|
||||||
}
|
|
||||||
@@ -1,203 +0,0 @@
|
|||||||
{
|
|
||||||
"timestamp": "2026-04-07T07:26:54.875923",
|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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||||||
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|
||||||
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|
||||||
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|
||||||
},
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|
||||||
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|
|
||||||
"r2_score": 0.7088,
|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
},
|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
},
|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
},
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|
||||||
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|
||||||
{
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|
||||||
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||||||
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|
||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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|
||||||
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||||||
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||||||
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||||||
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|
||||||
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||||||
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||||||
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||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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||||||
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|
||||||
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||||||
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||||||
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||||||
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||||||
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|
||||||
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||||||
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|
||||||
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||||||
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|
||||||
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||||||
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|
||||||
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|
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|
||||||
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|
||||||
},
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|
||||||
{
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|
||||||
"params": {
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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||||||
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|
||||||
},
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|
||||||
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|
||||||
}
|
|
||||||
],
|
|
||||||
"pareto_frontier": []
|
|
||||||
}
|
|
||||||
@@ -1,203 +0,0 @@
|
|||||||
{
|
|
||||||
"timestamp": "2026-04-07T07:30:36.399076",
|
|
||||||
"training_rows": 97,
|
|
||||||
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|
|
||||||
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|
|
||||||
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|
||||||
"max_pickup_distance_km": 6.735532343839225,
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
},
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|
||||||
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|
||||||
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|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
"interpretation": "Predictions off by +/-6.7 pts (R2=0.71, trust=good)"
|
|
||||||
},
|
|
||||||
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|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
||||||
},
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|
||||||
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|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
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|
||||||
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|
||||||
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|
||||||
{
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|
||||||
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|
||||||
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|
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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|
||||||
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|
||||||
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||||||
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|
||||||
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||||||
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||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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||||||
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|
||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
{
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|
||||||
"params": {
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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||||||
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|
||||||
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||||||
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||||||
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|
||||||
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|
||||||
"score": 89.02847290039062
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|
||||||
}
|
|
||||||
],
|
|
||||||
"pareto_frontier": []
|
|
||||||
}
|
|
||||||
@@ -1,203 +0,0 @@
|
|||||||
{
|
|
||||||
"timestamp": "2026-04-07T08:38:37.380580",
|
|
||||||
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|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
},
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
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|
||||||
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|
||||||
},
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|
||||||
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|
||||||
{
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|
||||||
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|
||||||
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|
||||||
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||||||
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||||||
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||||||
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|
||||||
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|
||||||
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||||||
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|
||||||
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|
||||||
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|
||||||
},
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|
||||||
{
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|
||||||
"params": {
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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||||||
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|
||||||
},
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|
||||||
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|
||||||
}
|
|
||||||
],
|
|
||||||
"pareto_frontier": []
|
|
||||||
}
|
|
||||||
@@ -1,203 +0,0 @@
|
|||||||
{
|
|
||||||
"timestamp": "2026-04-07T10:03:05.667921",
|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
"interpretation": "Predictions off by +/-6.7 pts (R2=0.71, trust=good)"
|
|
||||||
},
|
|
||||||
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|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
||||||
},
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|
||||||
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|
||||||
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|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
},
|
|
||||||
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|
||||||
{
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
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|
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||||||
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|
||||||
}
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|
||||||
@@ -1,203 +0,0 @@
|
|||||||
{
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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||||||
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|
||||||
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|
||||||
},
|
|
||||||
"score": 89.29891967773438
|
|
||||||
}
|
|
||||||
],
|
|
||||||
"pareto_frontier": []
|
|
||||||
}
|
|
||||||
@@ -1,203 +0,0 @@
|
|||||||
{
|
|
||||||
"timestamp": "2026-04-07T11:17:51.094393",
|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
"interpretation": "Predictions off by +/-7.9 pts (R2=0.64, trust=good)"
|
|
||||||
},
|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
},
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|
||||||
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|
||||||
{
|
|
||||||
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|
||||||
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|
||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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|
||||||
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||||||
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||||||
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||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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||||||
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||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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||||||
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||||||
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|
||||||
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||||||
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|
||||||
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||||||
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||||||
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||||||
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||||||
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|
||||||
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||||||
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|
||||||
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||||||
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||||||
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|
||||||
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||||||
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||||||
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|
||||||
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|
||||||
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||||||
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|
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|
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|
||||||
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|
||||||
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|
||||||
{
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|
||||||
"params": {
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
}
|
|
||||||
],
|
|
||||||
"pareto_frontier": []
|
|
||||||
}
|
|
||||||
@@ -1,203 +0,0 @@
|
|||||||
{
|
|
||||||
"timestamp": "2026-04-07T14:04:02.609922",
|
|
||||||
"training_rows": 114,
|
|
||||||
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|
|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
"interpretation": "Predictions off by +/-7.2 pts (R2=0.70, trust=good)"
|
|
||||||
},
|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
|
||||||
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|
||||||
},
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
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|
||||||
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|
||||||
},
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|
||||||
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|
||||||
{
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|
||||||
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|
||||||
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|
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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|
||||||
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|
||||||
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||||||
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|
||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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||||||
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|
||||||
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||||||
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||||||
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||||||
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|
||||||
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|
||||||
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|
||||||
},
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|
||||||
{
|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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||||||
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|
||||||
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|
||||||
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|
||||||
},
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|
||||||
"score": 89.3228530883789
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|
||||||
},
|
|
||||||
{
|
|
||||||
"params": {
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|
||||||
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|
|
||||||
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|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
},
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|
||||||
"score": 89.29891967773438
|
|
||||||
}
|
|
||||||
],
|
|
||||||
"pareto_frontier": []
|
|
||||||
}
|
|
||||||
@@ -1,203 +0,0 @@
|
|||||||
{
|
|
||||||
"timestamp": "2026-04-08T01:59:25.823452",
|
|
||||||
"training_rows": 120,
|
|
||||||
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|
|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
"r2_score": 0.616,
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|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
},
|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
},
|
|
||||||
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|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
},
|
|
||||||
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|
||||||
{
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|
||||||
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|
||||||
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|
||||||
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|
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|
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|
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||||||
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||||||
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||||||
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||||||
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|
||||||
{
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|
||||||
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|
||||||
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|
||||||
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|
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
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|
||||||
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||||||
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||||||
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|
||||||
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|
||||||
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|
||||||
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|
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|
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|
||||||
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||||||
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||||||
{
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|
||||||
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||||||
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|
||||||
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|
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|
||||||
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|
||||||
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|
||||||
{
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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||||||
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|
||||||
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|
||||||
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||||||
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|
||||||
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|
||||||
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|
||||||
},
|
|
||||||
{
|
|
||||||
"params": {
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|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
},
|
|
||||||
"score": 92.25444030761719
|
|
||||||
}
|
|
||||||
],
|
|
||||||
"pareto_frontier": []
|
|
||||||
}
|
|
||||||
@@ -1,203 +0,0 @@
|
|||||||
{
|
|
||||||
"timestamp": "2026-04-08T05:48:40.849512",
|
|
||||||
"training_rows": 130,
|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
},
|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
"interpretation": "Predictions off by +/-6.7 pts (R2=0.66, trust=good)"
|
|
||||||
},
|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
},
|
|
||||||
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|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
||||||
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|
|
||||||
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|
||||||
},
|
|
||||||
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|
||||||
{
|
|
||||||
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|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
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|
||||||
}
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|
||||||
@@ -1,203 +0,0 @@
|
|||||||
{
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|
||||||
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|
|
||||||
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|
||||||
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||||||
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||||||
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|
||||||
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||||||
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||||||
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|
||||||
},
|
|
||||||
"score": 92.48632049560547
|
|
||||||
}
|
|
||||||
],
|
|
||||||
"pareto_frontier": []
|
|
||||||
}
|
|
||||||
@@ -1,203 +0,0 @@
|
|||||||
{
|
|
||||||
"timestamp": "2026-04-08T06:14:10.256562",
|
|
||||||
"training_rows": 140,
|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
"max_pickup_distance_km": 8.97552336109477,
|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
|
||||||
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|
|
||||||
},
|
|
||||||
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|
|
||||||
"r2_score": 0.6832,
|
|
||||||
"mae": 6.562,
|
|
||||||
"folds": 5,
|
|
||||||
"trust_level": "good",
|
|
||||||
"trust_score": 3,
|
|
||||||
"interpretation": "Predictions off by +/-6.6 pts (R2=0.68, trust=good)"
|
|
||||||
},
|
|
||||||
"baseline_stats": {
|
|
||||||
"avg_quality": 74.26,
|
|
||||||
"best_quality": 95.0,
|
|
||||||
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|
|
||||||
"sample_size": 140
|
|
||||||
},
|
|
||||||
"feature_importance": {
|
|
||||||
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|
|
||||||
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|
|
||||||
"num_orders": 16.26,
|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
},
|
|
||||||
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|
|
||||||
{
|
|
||||||
"params": {
|
|
||||||
"max_pickup_distance_km": 8.97552336109477,
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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||||||
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||||||
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|
||||||
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|
||||||
{
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|
||||||
"params": {
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|
||||||
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|
||||||
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||||||
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||||||
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|
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||||||
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|
||||||
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|
||||||
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|
||||||
{
|
|
||||||
"params": {
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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||||||
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||||||
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||||||
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||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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||||||
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||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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||||||
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||||||
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||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
{
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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||||||
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|
||||||
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|
||||||
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||||||
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|
||||||
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|
||||||
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|
|
||||||
},
|
|
||||||
{
|
|
||||||
"params": {
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|
||||||
"max_pickup_distance_km": 9.199491733110056,
|
|
||||||
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|
||||||
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|
|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
},
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|
||||||
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|
||||||
}
|
|
||||||
],
|
|
||||||
"pareto_frontier": []
|
|
||||||
}
|
|
||||||
@@ -1,204 +0,0 @@
|
|||||||
{
|
|
||||||
"timestamp": "2026-04-08T08:05:16.291778",
|
|
||||||
"training_rows": 144,
|
|
||||||
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|
|
||||||
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|
|
||||||
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|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
},
|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
"interpretation": "Predictions off by +/-5.1 pts (R2=0.81, trust=strong)"
|
|
||||||
},
|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
},
|
|
||||||
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|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
},
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|
||||||
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|
||||||
{
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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||||||
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||||||
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|
||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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||||||
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|
||||||
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||||||
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||||||
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||||||
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||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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||||||
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||||||
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||||||
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||||||
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|
||||||
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|
||||||
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|
||||||
},
|
|
||||||
{
|
|
||||||
"params": {
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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||||||
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||||||
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|
||||||
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||||||
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|
||||||
},
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|
||||||
"score": 92.48632049560547
|
|
||||||
},
|
|
||||||
{
|
|
||||||
"params": {
|
|
||||||
"max_pickup_distance_km": 9.199491733110056,
|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
},
|
|
||||||
"score": 92.48632049560547
|
|
||||||
}
|
|
||||||
],
|
|
||||||
"pareto_frontier": []
|
|
||||||
}
|
|
||||||
@@ -1,204 +0,0 @@
|
|||||||
{
|
|
||||||
"timestamp": "2026-04-08T12:05:44.523551",
|
|
||||||
"training_rows": 152,
|
|
||||||
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|
|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
"r2_score": 0.6953,
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|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
},
|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
||||||
},
|
|
||||||
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|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
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|
||||||
},
|
|
||||||
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|
||||||
{
|
|
||||||
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|
||||||
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|
||||||
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||||||
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|
||||||
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||||||
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||||||
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||||||
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||||||
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|
||||||
{
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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||||||
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||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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||||||
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|
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
{
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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||||||
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||||||
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|
||||||
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|
||||||
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|
|
||||||
},
|
|
||||||
{
|
|
||||||
"params": {
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|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
},
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|
||||||
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|
|
||||||
}
|
|
||||||
],
|
|
||||||
"pareto_frontier": []
|
|
||||||
}
|
|
||||||
@@ -1,204 +0,0 @@
|
|||||||
{
|
|
||||||
"timestamp": "2026-04-08T12:20:52.868913",
|
|
||||||
"training_rows": 162,
|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
|
||||||
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|
||||||
},
|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
"interpretation": "Predictions off by +/-5.4 pts (R2=0.76, trust=strong)"
|
|
||||||
},
|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
},
|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
||||||
},
|
|
||||||
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|
||||||
{
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
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|
||||||
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|
||||||
}
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|
||||||
@@ -1,203 +0,0 @@
|
|||||||
{
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|
||||||
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|
||||||
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|
||||||
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||||||
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|
||||||
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||||||
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||||||
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|
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|
||||||
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|
||||||
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|
||||||
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|
|
||||||
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|
|
||||||
},
|
|
||||||
"score": 92.48632049560547
|
|
||||||
}
|
|
||||||
],
|
|
||||||
"pareto_frontier": []
|
|
||||||
}
|
|
||||||
@@ -1,204 +0,0 @@
|
|||||||
{
|
|
||||||
"timestamp": "2026-04-08T13:25:13.311096",
|
|
||||||
"training_rows": 163,
|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
|
||||||
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|
|
||||||
"r2_score": 0.731,
|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
"interpretation": "Predictions off by +/-5.4 pts (R2=0.73, trust=good)"
|
|
||||||
},
|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
},
|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
},
|
|
||||||
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|
||||||
{
|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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||||||
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|
||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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|
||||||
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|
||||||
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||||||
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|
||||||
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||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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||||||
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|
||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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|
||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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||||||
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||||||
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|
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|
||||||
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|
||||||
},
|
|
||||||
{
|
|
||||||
"params": {
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
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|
||||||
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|
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||||||
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|
||||||
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|
||||||
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|
||||||
}
|
|
||||||
],
|
|
||||||
"pareto_frontier": []
|
|
||||||
}
|
|
||||||
@@ -1,204 +0,0 @@
|
|||||||
{
|
|
||||||
"timestamp": "2026-04-09T01:56:39.596409",
|
|
||||||
"training_rows": 173,
|
|
||||||
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|
|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
"interpretation": "Predictions off by +/-5.4 pts (R2=0.71, trust=good)"
|
|
||||||
},
|
|
||||||
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|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
||||||
},
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|
||||||
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|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
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||||||
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|
||||||
},
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|
||||||
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|
||||||
{
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|
||||||
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|
||||||
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|
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||||||
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||||||
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|
||||||
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||||||
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||||||
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||||||
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||||||
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|
||||||
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||||||
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|
||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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|
||||||
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|
||||||
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||||||
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|
||||||
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||||||
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||||||
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||||||
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||||||
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|
||||||
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|
||||||
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|
||||||
},
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|
||||||
{
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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||||||
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||||||
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||||||
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||||||
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|
||||||
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|
||||||
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|
|
||||||
},
|
|
||||||
{
|
|
||||||
"params": {
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|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
},
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|
||||||
"score": 92.48632049560547
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|
||||||
}
|
|
||||||
],
|
|
||||||
"pareto_frontier": []
|
|
||||||
}
|
|
||||||
@@ -1,204 +0,0 @@
|
|||||||
{
|
|
||||||
"timestamp": "2026-04-09T05:49:59.012537",
|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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||||||
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|
||||||
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||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
},
|
|
||||||
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|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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||||||
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|
||||||
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|
||||||
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|
||||||
{
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|
||||||
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|
||||||
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||||||
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||||||
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|
||||||
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|
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|
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|
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||||||
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|
||||||
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|
||||||
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||||||
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|
||||||
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|
||||||
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|
||||||
{
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|
||||||
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|
||||||
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|
||||||
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|
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|
||||||
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||||||
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||||||
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|
||||||
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|
||||||
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|
|
||||||
},
|
|
||||||
{
|
|
||||||
"params": {
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|
||||||
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|
|
||||||
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|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
|
||||||
}
|
|
||||||
],
|
|
||||||
"pareto_frontier": []
|
|
||||||
}
|
|
||||||
@@ -1,204 +0,0 @@
|
|||||||
{
|
|
||||||
"timestamp": "2026-04-09T06:10:37.922473",
|
|
||||||
"training_rows": 193,
|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
},
|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
"interpretation": "Predictions off by +/-5.8 pts (R2=0.62, trust=good)"
|
|
||||||
},
|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
},
|
|
||||||
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|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
},
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|
||||||
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|
||||||
{
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
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|
||||||
}
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|
||||||
@@ -1,204 +0,0 @@
|
|||||||
{
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|
||||||
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|
|
||||||
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|
||||||
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||||||
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|
||||||
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||||||
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||||||
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|
||||||
"max_orders_per_rider": 18,
|
|
||||||
"ideal_load": 2,
|
|
||||||
"workload_balance_threshold": 0.8907560961453739,
|
|
||||||
"workload_penalty_weight": 59.605005662034905,
|
|
||||||
"distance_penalty_weight": 4.267902417175325,
|
|
||||||
"cluster_radius_km": 2.0020539902282946,
|
|
||||||
"search_time_limit_seconds": 15,
|
|
||||||
"road_factor": 1.3959721302394685
|
|
||||||
},
|
|
||||||
"score": 92.48632049560547
|
|
||||||
}
|
|
||||||
],
|
|
||||||
"pareto_frontier": []
|
|
||||||
}
|
|
||||||
Some files were not shown because too many files have changed in this diff Show More
Reference in New Issue
Block a user