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sfgrid/models/training_summary.json

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{
"version": "v6.6",
"feature_version": "v3.4",
"architecture": "stacking_calibrated",
"data_source": "mysql://100.121.118.116:3306/grid_seeker_model_base",
"training_date": "2026-05-28T14:23:23.662118",
"n_stocks_total": 4358,
"n_stocks_after_filter": 1533,
"n_training_samples": 205491,
"window_days": 120,
"future_days": 60,
"step_days": 20,
"y_rounds_mean": 0.1998384357465777,
"y_rounds_median": 0.0,
"y_rounds_zero_rate": 0.7108340511263267,
"elite_rate": 20.52109338121864,
"rank": {
"cv_mae": 0.2053,
"cv_r2": 0.2258,
"best_params": {
"num_leaves": 63,
"min_child_samples": 30,
"max_depth": 7
},
"n_features": 52
},
"top": {
"cv_pr_auc": 0.5333,
"best_params": {
"num_leaves": 63,
"min_child_samples": 30,
"max_depth": -1
},
"n_features": 53
},
"stacking": {
"cv_pr_auc": 0.8207,
"best_params": {
"num_leaves": 31,
"min_child_samples": 20,
"max_depth": -1
},
"n_features": 54,
"optimal_threshold": 0.35
}
}