特徴量ヒストリー(自動記録)
tools/snapshot_features.py が追記。特徴を変えたら実行して『いつ何を使っていたか』を残す。
新しい記録が上、古い記録が下(prepend)。
2026-08-02 19:32 (0c085fb WIN5を独立タブ(7ページ目)に分離(ユーザ要望))
- live_v1 / bet-rules(単勝全/本命/特別・複勝旧): walk_forward = 60特徴
- NOODDS系(実bet主軸): model_noodds NO_ODDS = 88特徴(FEATURES−オッズ3)
- WITHODDS / ensemble / combo_live(WIN5): model_noodds FEATURES = 90特徴
| 段 |
特徴数 |
追加分 |
| 70(土台) |
66 |
— |
| 88 |
84 |
＋追い切り14・着差4 |
| 94(本番) |
90 |
＋コーナー6 |
| 99(実験) |
95 |
＋上がり順位5 |
94特徴の全リスト
course_code, race_no, distance, track_cd, weather_cd, baba_cd
grade_cd, syubetu_cd, field_size, wakuban, barei, sex_cd
tozai_cd, futan, ba_taijyu, zogen_sa, tan_odds10, ninki
kisyu_runs, kisyu_wins, kisyu_win_rate, kisyu_place_rate, chokyosi_runs, chokyosi_wins
chokyosi_win_rate, chokyosi_place_rate, horse_past_runs, horse_best_fin, horse_avg_fin, horse_last_fin
horse_last_l3, wo_track, wo_haron_4f, wo_haron_3f, wo_lap_1f, wo_days_since
wo_recent_count, sire_runs, sire_wins, sire_win_rate, sire_place_rate, bms_runs
bms_wins, bms_win_rate, bms_place_rate, horse_avg_l3, horse_best_l3, horse_fast_late_runs
horse_lap_samples, kisyu_avg_l3, kisyu_avg_l3_top3, kisyu_lap_samples, kisyu_lap_top3_samples, bias_races_so_far
bias_inner, cushion, turf_mg, turf_m4c, dirt_mg, dirt_m4c
w_n, w_last_days, w1_4f, w1_3f, w1_1f, w2_4f
w2_3f, w2_1f, w3_4f, w3_3f, w_best_4f, w_best_1f
w_d4f, w_d1f, td_last, td_avg3, td_best5, td_n
cn_n, cn_early, cn_late, cn_gain, cn_front_rate, cn_best_early
ped_sire_surf, ped_sire_top3, ped_bms_top3, v3_best1f_z, v3_margin, v3_hard
2026-08-01 19:19 (fcae626 レース詳細の変動率着色に急落中(10-20倍・3%〜)の条件を追加(ユーザ要望))
- live_v1 / bet-rules(単勝全/本命/特別・複勝旧): walk_forward = 60特徴
- NOODDS系(実bet主軸): model_noodds NO_ODDS = 88特徴(FEATURES−オッズ3)
- WITHODDS / ensemble / combo_live(WIN5): model_noodds FEATURES = 90特徴
| 段 |
特徴数 |
追加分 |
| 70(土台) |
66 |
— |
| 88 |
84 |
＋追い切り14・着差4 |
| 94(本番) |
90 |
＋コーナー6 |
| 99(実験) |
95 |
＋上がり順位5 |
94特徴の全リスト
course_code, race_no, distance, track_cd, weather_cd, baba_cd
grade_cd, syubetu_cd, field_size, wakuban, barei, sex_cd
tozai_cd, futan, ba_taijyu, zogen_sa, tan_odds10, ninki
kisyu_runs, kisyu_wins, kisyu_win_rate, kisyu_place_rate, chokyosi_runs, chokyosi_wins
chokyosi_win_rate, chokyosi_place_rate, horse_past_runs, horse_best_fin, horse_avg_fin, horse_last_fin
horse_last_l3, wo_track, wo_haron_4f, wo_haron_3f, wo_lap_1f, wo_days_since
wo_recent_count, sire_runs, sire_wins, sire_win_rate, sire_place_rate, bms_runs
bms_wins, bms_win_rate, bms_place_rate, horse_avg_l3, horse_best_l3, horse_fast_late_runs
horse_lap_samples, kisyu_avg_l3, kisyu_avg_l3_top3, kisyu_lap_samples, kisyu_lap_top3_samples, bias_races_so_far
bias_inner, cushion, turf_mg, turf_m4c, dirt_mg, dirt_m4c
w_n, w_last_days, w1_4f, w1_3f, w1_1f, w2_4f
w2_3f, w2_1f, w3_4f, w3_3f, w_best_4f, w_best_1f
w_d4f, w_d1f, td_last, td_avg3, td_best5, td_n
cn_n, cn_early, cn_late, cn_gain, cn_front_rate, cn_best_early
ped_sire_surf, ped_sire_top3, ped_bms_top3, v3_best1f_z, v3_margin, v3_hard
2026-07-31 21:34 (04f8960 朝の二重学習を防止: maidenモデル学習に排他ロック + freeze_daemonをprep段階で早期起動)
- live_v1 / bet-rules(単勝全/本命/特別・複勝旧): walk_forward = 60特徴
- NOODDS系(実bet主軸): model_noodds NO_ODDS = 88特徴(FEATURES−オッズ3)
- WITHODDS / ensemble / combo_live(WIN5): model_noodds FEATURES = 90特徴
| 段 |
特徴数 |
追加分 |
| 70(土台) |
66 |
— |
| 88 |
84 |
＋追い切り14・着差4 |
| 94(本番) |
90 |
＋コーナー6 |
| 99(実験) |
95 |
＋上がり順位5 |
94特徴の全リスト
course_code, race_no, distance, track_cd, weather_cd, baba_cd
grade_cd, syubetu_cd, field_size, wakuban, barei, sex_cd
tozai_cd, futan, ba_taijyu, zogen_sa, tan_odds10, ninki
kisyu_runs, kisyu_wins, kisyu_win_rate, kisyu_place_rate, chokyosi_runs, chokyosi_wins
chokyosi_win_rate, chokyosi_place_rate, horse_past_runs, horse_best_fin, horse_avg_fin, horse_last_fin
horse_last_l3, wo_track, wo_haron_4f, wo_haron_3f, wo_lap_1f, wo_days_since
wo_recent_count, sire_runs, sire_wins, sire_win_rate, sire_place_rate, bms_runs
bms_wins, bms_win_rate, bms_place_rate, horse_avg_l3, horse_best_l3, horse_fast_late_runs
horse_lap_samples, kisyu_avg_l3, kisyu_avg_l3_top3, kisyu_lap_samples, kisyu_lap_top3_samples, bias_races_so_far
bias_inner, cushion, turf_mg, turf_m4c, dirt_mg, dirt_m4c
w_n, w_last_days, w1_4f, w1_3f, w1_1f, w2_4f
w2_3f, w2_1f, w3_4f, w3_3f, w_best_4f, w_best_1f
w_d4f, w_d1f, td_last, td_avg3, td_best5, td_n
cn_n, cn_early, cn_late, cn_gain, cn_front_rate, cn_best_early
ped_sire_surf, ped_sire_top3, ped_bms_top3, v3_best1f_z, v3_margin, v3_hard
2026-07-14 04:48 (0150195 WIN5結果も色帯Embed化(各R:生存=緑/脱落=赤, 最終:的中=緑/不的中=灰))
- live_v1 / bet-rules(単勝全/本命/特別・複勝旧): walk_forward = 70特徴
- NOODDS系(実bet主軸): model_noodds NO_ODDS = 89特徴(FEATURES−オッズ5)
- WITHODDS / ensemble / combo_live(WIN5): model_noodds FEATURES = 94特徴
| 段 |
特徴数 |
追加分 |
| 70(土台) |
70 |
— |
| 88 |
88 |
＋追い切り14・着差4 |
| 94(本番) |
94 |
＋コーナー6 |
| 99(実験) |
99 |
＋上がり順位5 |
94特徴の全リスト
course_code, race_no, distance, track_cd, weather_cd, baba_cd
grade_cd, syubetu_cd, field_size, wakuban, barei, sex_cd
tozai_cd, futan, ba_taijyu, zogen_sa, tan_odds10, ninki
kyakusitu_kubun, kisyu_runs, kisyu_wins, kisyu_win_rate, kisyu_place_rate, chokyosi_runs
chokyosi_wins, chokyosi_win_rate, chokyosi_place_rate, horse_past_runs, horse_best_fin, horse_avg_fin
horse_last_fin, horse_last_l3, odds_open, odds_samples, vote_share, wo_track
wo_haron_4f, wo_haron_3f, wo_lap_1f, wo_days_since, wo_recent_count, sire_runs
sire_wins, sire_win_rate, sire_place_rate, bms_runs, bms_wins, bms_win_rate
bms_place_rate, horse_avg_l3, horse_best_l3, horse_fast_late_runs, horse_lap_samples, kisyu_avg_l3
kisyu_avg_l3_top3, kisyu_lap_samples, kisyu_lap_top3_samples, bias_races_so_far, bias_inner, bias_late_kick
bias_front_run, dm_time, dm_gosa_p, dm_gosa_m, tm_score, cushion
turf_mg, turf_m4c, dirt_mg, dirt_m4c, w_n, w_last_days
w1_4f, w1_3f, w1_1f, w2_4f, w2_3f, w2_1f
w3_4f, w3_3f, w_best_4f, w_best_1f, w_d4f, w_d1f
td_last, td_avg3, td_best5, td_n, cn_n, cn_early
cn_late, cn_gain, cn_front_rate, cn_best_early