昨夜結局1回目を超える事のなかったAutoML3時間×5回終わった直後にModel Builderで24時間学習をスタートして寝ました。少し残業がありましたが、帰宅してちょっと安心したのは17:00辺りにRMSE 1.3952が出ていたので、このまま仮に終わっても無駄じゃなかったかなぁっとね。実際に終わるのは22:00過ぎなのでもう少し風呂に入ったりして時間をつぶして続きを書きます。
|--------------------------------------------------------------------|
| Experiment Results |
|--------------------------------------------------------------------|
| Summary |
|--------------------------------------------------------------------|
|ML Task: regression |
|Dataset: E:\My Project\MBnewSouhaCK3\SouhaTimeCK.csv |
|Label : Souha |
|Total experiment time : 86401.0000 Secs |
|Total number of models explored: 64 |
|--------------------------------------------------------------------|
| Top 5 models explored |
|--------------------------------------------------------------------|
| Trainer RMSE Duration |
|--------------------------------------------------------------------|
|53 LightGbmRegression 1.3952 1829.2080 |
|60 LightGbmRegression 1.3957 2110.7710 |
|57 LightGbmRegression 1.3997 1115.0470 |
|52 LightGbmRegression 1.4005 2702.7290 |
|48 LightGbmRegression 1.4009 3058.2590 |
|--------------------------------------------------------------------|
最終的にはまあ進展は無かったけど、まずまずなのか検証すると
| 643R | 1点 | 芝(348R) | ダート(273R) | 障害(22R) | 8頭以下(62R) | 9～12頭(182R) | 13頭以上(399R) | 多点 |
| 単勝 | 22.71% (78.41%) |
19.25% (66.12%) |
25.27% (87.88%) |
45.45% (155.45%) |
40.32% (94.84%) |
20.88% (59.84%) |
20.80% (84.34%) |
53.50% (78.51%) |
| 複勝 | 53.19% (92.50%) |
52.01% (95.06%) |
53.48% (88.94%) |
68.18% (96.36%) |
67.74% (86.29%) |
59.89% (103.46%) |
47.87% (88.47%) |
88.34% (84.24%) |
| 枠連 | 13.44% (118.25%) |
13.04% (126.38%) |
12.75% (109.32%) |
31.25% (118.12%) |
-- (--) |
15.93% (85.71%) |
11.03% (121.83%) |
24.49% (81.75%) |
| 馬連 | 10.73% (104.34%) |
12.07% (121.67%) |
8.42% (77.00%) |
18.18% (169.55%) |
22.58% (75.81%) |
13.19% (92.36%) |
7.77% (114.24%) |
21.77% (80.11%) |
| ワイド | 21.15% (86.27%) |
22.70% (93.59%) |
18.68% (75.75%) |
27.27% (100.91%) |
43.55% (76.13%) |
25.27% (95.82%) |
15.79% (83.48%) |
40.44% (78.41%) |
| 馬単 | 5.75% (95.29%) |
5.46% (91.09%) |
5.13% (81.47%) |
18.18% (333.18%) |
12.90% (81.94%) |
7.14% (104.34%) |
4.01% (93.23%) |
21.77% (76.59%) |
| 三連複 | 5.91% (82.58%) |
7.47% (62.39%) |
4.03% (96.52%) |
4.55% (229.09%) |
19.35% (56.45%) |
4.95% (110.77%) |
4.26% (73.78%) |
14.31% (58.65%) |
| 三連単 | 1.56% (67.25%) |
2.30% (62.96%) |
0.73% (78.13%) |
0.00% (0.00%) |
6.45% (63.23%) |
1.10% (18.24%) |
1.00% (90.23%) |
14.31% (54.48%) |
| 総合 | 54.43% (90.06%) |
53.16% (88.94%) |
54.95% (86.65%) |
68.18% (151.47%) |
74.19% (76.38%) |
60.44% (83.82%) |
48.62% (93.70%) |
88.65% (65.32%) |
とまあ、理想を言えばキリが無いけど、ギリギリ妥協な線ってか時間が無いので^^;
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