dota2-edge-ensemble / models_v2 /ensemble_v2_summary.json
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Add v2 model: ensemble_v2_summary.json
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{
"version": "v2_expanded",
"total_matches": 4068,
"trained_at": "2026-03-24T05:44:48.753537-03:00",
"feature_cols": [
"gold_delta",
"xp_delta",
"lh_delta",
"dn_delta",
"rad_gold",
"dire_gold",
"rad_xp",
"dire_xp",
"rad_gpm",
"dire_gpm",
"gpm_delta",
"rad_xpm",
"dire_xpm",
"xpm_delta",
"rad_gold_std",
"dire_gold_std",
"gold_std_delta",
"carry_gap",
"support_gap",
"rad_cs_eff",
"dire_cs_eff",
"cs_eff_delta",
"rad_dn",
"dire_dn",
"deny_delta",
"gold_log_ratio",
"xp_log_ratio",
"gold_lead_pct",
"gold_momentum",
"xp_momentum"
],
"moments": {
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"n_samples": 4068,
"results": {
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},
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"cv_mean": 0.6328,
"cv_std": 0.01
},
"cat": {
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"cv_mean": 0.6497,
"cv_std": 0.0207
},
"logreg": {
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"cv_mean": 0.6578,
"cv_std": 0.0187
},
"mlp": {
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"cv_mean": 0.5879,
"cv_std": 0.0163
},
"stacking": {
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}
},
"meta_weights": {
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"cat": 0.8597,
"logreg": 2.4067,
"mlp": 0.03
}
},
"m1": {
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"results": {
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},
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},
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},
"logreg": {
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},
"mlp": {
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"cv_std": 0.0138
},
"stacking": {
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}
},
"meta_weights": {
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"cat": 0.5555,
"logreg": 3.004,
"mlp": 0.0988
}
},
"m1_8": {
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"n_samples": 4066,
"results": {
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},
"lgb": {
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},
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},
"logreg": {
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},
"mlp": {
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},
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}
},
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"mlp": 0.0499
}
},
"m15": {
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"results": {
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"cv_std": 0.0121
},
"lgb": {
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},
"cat": {
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},
"logreg": {
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},
"mlp": {
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},
"stacking": {
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}
},
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}
},
"m2": {
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"n_samples": 3908,
"results": {
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"cv_std": 0.0103
},
"lgb": {
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},
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},
"logreg": {
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},
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},
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}
},
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"mlp": 0.1736
}
},
"m25": {
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"n_samples": 3443,
"results": {
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},
"lgb": {
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},
"cat": {
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},
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},
"mlp": {
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},
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}
},
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}
},
"m3": {
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"results": {
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},
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},
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},
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},
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},
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}
},
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}
}
},
"duration_models": {
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"mae": 7.2,
"n_samples": 4068
},
"dur_m10": {
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},
"dur_m15": {
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},
"dur_m20": {
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"n_samples": 3908
}
}
}