| { | |
| "pool": [ | |
| "chronos", | |
| "flowstate", | |
| "patchtst_fm", | |
| "sundial" | |
| ], | |
| "K": 4, | |
| "feature_dim": 305, | |
| "feature_cols": [ | |
| "feat_mean", | |
| "feat_std", | |
| "feat_cv", | |
| "feat_min", | |
| "feat_max", | |
| "feat_range", | |
| "feat_iqr", | |
| "feat_skewness", | |
| "feat_kurtosis", | |
| "feat_acf_lag1", | |
| "feat_acf_lag5", | |
| "feat_acf_lag10", | |
| "feat_trend_slope", | |
| "feat_diff_std", | |
| "feat_diff_mean_abs", | |
| "feat_zero_crossings", | |
| "feat_turning_points", | |
| "feat_log_length", | |
| "cv_score_chronos", | |
| "cv_score_flowstate", | |
| "cv_score_patchtst_fm", | |
| "cv_score_sundial", | |
| "cv_rank_chronos", | |
| "cv_rank_flowstate", | |
| "cv_rank_patchtst_fm", | |
| "cv_rank_sundial", | |
| "cv_gap_chronos", | |
| "cv_gap_flowstate", | |
| "cv_gap_patchtst_fm", | |
| "cv_gap_sundial", | |
| "cv_gap_top2", | |
| "cv_score_std", | |
| "cv_score_range", | |
| "cv_n_survivors", | |
| "cv_score_entropy", | |
| "cv_best_confidence", | |
| "ctx_horizon", | |
| "ctx_series_length", | |
| "ctx_horizon_to_length", | |
| "ctx_freq_numeric", | |
| "ctx_n_available_models", | |
| "rs_mean_shift", | |
| "rs_std_ratio", | |
| "rs_trend_change", | |
| "rs_acf1_change", | |
| "rs_level_shift", | |
| "rs_ks_stat", | |
| "rs_max_drawdown_ratio", | |
| "rs_energy_ratio", | |
| "raw_0", | |
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| "raw_24", | |
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| "raw_58", | |
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| "raw_60", | |
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| "raw_119", | |
| "raw_120", | |
| "raw_121", | |
| "raw_122", | |
| "raw_123", | |
| "raw_124", | |
| "raw_125", | |
| "raw_126", | |
| "raw_127", | |
| "chronos_pred_0", | |
| "chronos_pred_1", | |
| "chronos_pred_2", | |
| "chronos_pred_3", | |
| "chronos_pred_4", | |
| "chronos_pred_5", | |
| "chronos_pred_6", | |
| "chronos_pred_7", | |
| "chronos_pred_8", | |
| "chronos_pred_9", | |
| "chronos_pred_10", | |
| "chronos_pred_11", | |
| "chronos_pred_12", | |
| "chronos_pred_13", | |
| "chronos_pred_14", | |
| "chronos_pred_15", | |
| "chronos_pred_16", | |
| "chronos_pred_17", | |
| "chronos_pred_18", | |
| "chronos_pred_19", | |
| "chronos_pred_20", | |
| "chronos_pred_21", | |
| "chronos_pred_22", | |
| "chronos_pred_23", | |
| "chronos_pred_24", | |
| "chronos_pred_25", | |
| "chronos_pred_26", | |
| "chronos_pred_27", | |
| "chronos_pred_28", | |
| "chronos_pred_29", | |
| "chronos_pred_30", | |
| "chronos_pred_31", | |
| "flowstate_pred_0", | |
| "flowstate_pred_1", | |
| "flowstate_pred_2", | |
| "flowstate_pred_3", | |
| "flowstate_pred_4", | |
| "flowstate_pred_5", | |
| "flowstate_pred_6", | |
| "flowstate_pred_7", | |
| "flowstate_pred_8", | |
| "flowstate_pred_9", | |
| "flowstate_pred_10", | |
| "flowstate_pred_11", | |
| "flowstate_pred_12", | |
| "flowstate_pred_13", | |
| "flowstate_pred_14", | |
| "flowstate_pred_15", | |
| "flowstate_pred_16", | |
| "flowstate_pred_17", | |
| "flowstate_pred_18", | |
| "flowstate_pred_19", | |
| "flowstate_pred_20", | |
| "flowstate_pred_21", | |
| "flowstate_pred_22", | |
| "flowstate_pred_23", | |
| "flowstate_pred_24", | |
| "flowstate_pred_25", | |
| "flowstate_pred_26", | |
| "flowstate_pred_27", | |
| "flowstate_pred_28", | |
| "flowstate_pred_29", | |
| "flowstate_pred_30", | |
| "flowstate_pred_31", | |
| "patchtst_fm_pred_0", | |
| "patchtst_fm_pred_1", | |
| "patchtst_fm_pred_2", | |
| "patchtst_fm_pred_3", | |
| "patchtst_fm_pred_4", | |
| "patchtst_fm_pred_5", | |
| "patchtst_fm_pred_6", | |
| "patchtst_fm_pred_7", | |
| "patchtst_fm_pred_8", | |
| "patchtst_fm_pred_9", | |
| "patchtst_fm_pred_10", | |
| "patchtst_fm_pred_11", | |
| "patchtst_fm_pred_12", | |
| "patchtst_fm_pred_13", | |
| "patchtst_fm_pred_14", | |
| "patchtst_fm_pred_15", | |
| "patchtst_fm_pred_16", | |
| "patchtst_fm_pred_17", | |
| "patchtst_fm_pred_18", | |
| "patchtst_fm_pred_19", | |
| "patchtst_fm_pred_20", | |
| "patchtst_fm_pred_21", | |
| "patchtst_fm_pred_22", | |
| "patchtst_fm_pred_23", | |
| "patchtst_fm_pred_24", | |
| "patchtst_fm_pred_25", | |
| "patchtst_fm_pred_26", | |
| "patchtst_fm_pred_27", | |
| "patchtst_fm_pred_28", | |
| "patchtst_fm_pred_29", | |
| "patchtst_fm_pred_30", | |
| "patchtst_fm_pred_31", | |
| "sundial_pred_0", | |
| "sundial_pred_1", | |
| "sundial_pred_2", | |
| "sundial_pred_3", | |
| "sundial_pred_4", | |
| "sundial_pred_5", | |
| "sundial_pred_6", | |
| "sundial_pred_7", | |
| "sundial_pred_8", | |
| "sundial_pred_9", | |
| "sundial_pred_10", | |
| "sundial_pred_11", | |
| "sundial_pred_12", | |
| "sundial_pred_13", | |
| "sundial_pred_14", | |
| "sundial_pred_15", | |
| "sundial_pred_16", | |
| "sundial_pred_17", | |
| "sundial_pred_18", | |
| "sundial_pred_19", | |
| "sundial_pred_20", | |
| "sundial_pred_21", | |
| "sundial_pred_22", | |
| "sundial_pred_23", | |
| "sundial_pred_24", | |
| "sundial_pred_25", | |
| "sundial_pred_26", | |
| "sundial_pred_27", | |
| "sundial_pred_28", | |
| "sundial_pred_29", | |
| "sundial_pred_30", | |
| "sundial_pred_31" | |
| ], | |
| "tau_m": 0.15, | |
| "tau_d": 0.02, | |
| "head": "ova", | |
| "n_seeds": 5, | |
| "seeds": [ | |
| 42, | |
| 43, | |
| 44, | |
| 45, | |
| 46 | |
| ], | |
| "feature_subset": "all", | |
| "raw_ctx_len": 4096, | |
| "source_pkl": "/home/ztg24003/Projects/Time-Agents-v2/real_final_scripts/ablation/results/ab3_capacity/chronos+flowstate+patchtst_fm+sundial__d8_lr05_n400/ensemble.pkl" | |
| } |