1ヶ月程Model Builderで学習させてましたが、あまりにも良いものがってか期待するものが出なくて、まあ、そもそも自力でautoMLでの学習も可能にしてますので、ちょっと試してます。
これってそもそも自分が楽出来る様に工夫もしてるので、Model Builderとは違って学習時間と回数が指定出来るのでModel Builderの様に1度終わってまたって感じではなく、例えば、新馬戦用だと学習データサイズ的(24.3MB)に10分でも良いわけですが、30分を数回しても期待薄だったので1時間を何度かってか、結構な回数をやって、ここまでの最適RMSE 1.9944で
| 135R | 1点 | 芝(101R) | ダート(34R) | 8頭以下(21R) | 9～12頭(47R) | 13頭以上(67R) | 多点 |
| 単勝 | 21.48% (59.33%) |
22.77% (64.95%) |
17.65% (42.65%) |
38.10% (103.33%) |
23.40% (50.00%) |
14.93% (52.09%) |
51.85% (83.28%) |
| 複勝 | 45.93% (74.00%) |
49.50% (81.58%) |
35.29% (51.47%) |
66.67% (89.05%) |
57.45% (95.11%) |
31.34% (54.48%) |
83.70% (80.15%) |
| 枠連 | 6.80% (39.61%) |
5.48% (21.37%) |
10.00% (84.00%) |
-- (--) |
4.26% (17.66%) |
7.46% (48.51%) |
20.39% (53.20%) |
| 馬連 | 6.67% (30.44%) |
7.92% (36.53%) |
2.94% (12.35%) |
23.81% (108.10%) |
4.26% (19.57%) |
2.99% (13.73%) |
17.78% (50.40%) |
| ワイド | 14.81% (55.41%) |
16.83% (53.66%) |
8.82% (60.59%) |
38.10% (68.10%) |
14.89% (55.53%) |
7.46% (51.34%) |
40.00% (83.41%) |
| 馬単 | 3.70% (22.15%) |
4.95% (29.60%) |
0.00% (0.00%) |
14.29% (82.86%) |
2.13% (13.40%) |
1.49% (9.25%) |
17.78% (51.57%) |
| 三連複 | 4.44% (57.70%) |
5.94% (77.13%) |
0.00% (0.00%) |
19.05% (94.29%) |
2.13% (51.28%) |
1.49% (50.75%) |
13.33% (42.87%) |
| 三連単 | 1.48% (27.04%) |
1.98% (36.14%) |
0.00% (0.00%) |
9.52% (173.81%) |
0.00% (0.00%) |
0.00% (0.00%) |
13.33% (33.43%) |
| 総合 | 46.67% (45.90%) |
50.50% (51.15%) |
35.29% (30.60%) |
66.67% (102.79%) |
57.45% (37.82%) |
32.84% (35.02%) |
83.70% (47.55%) |
まだまだ実戦向きではないかと思います。通常用(1.4GB)は3時間以上って事で4時間にしてみて20回程を今やってます。既に11回終わった時点の最適RMSEは1.4165で
| 945R | 1点 | 芝(490R) | ダート(419R) | 障害(36R) | 8頭以下(98R) | 9～12頭(257R) | 13頭以上(590R) | 多点 |
| 単勝 | 21.90% (76.23%) |
22.04% (82.82%) |
21.00% (69.81%) |
30.56% (61.39%) |
41.84% (102.55%) |
20.23% (56.69%) |
19.32% (80.37%) |
49.63% (78.72%) |
| 複勝 | 53.23% (88.85%) |
54.08% (92.67%) |
51.55% (84.73%) |
61.11% (84.72%) |
73.47% (102.86%) |
59.14% (92.37%) |
47.29% (84.98%) |
85.08% (83.14%) |
| 枠連 | 11.87% (87.53%) |
11.52% (83.40%) |
11.46% (88.75%) |
23.08% (130.00%) |
-- (--) |
14.79% (85.88%) |
9.49% (80.08%) |
26.26% (87.63%) |
| 馬連 | 9.63% (91.86%) |
10.00% (78.20%) |
8.59% (101.15%) |
16.67% (169.72%) |
23.47% (90.82%) |
11.67% (81.60%) |
6.44% (96.51%) |
22.22% (89.05%) |
| ワイド | 19.79% (78.85%) |
20.00% (74.49%) |
18.62% (83.05%) |
30.56% (89.17%) |
32.65% (56.02%) |
24.51% (69.81%) |
15.59% (86.58%) |
42.43% (86.23%) |
| 馬単 | 4.34% (69.51%) |
4.49% (51.82%) |
3.58% (86.35%) |
11.11% (114.44%) |
11.22% (70.61%) |
4.67% (56.65%) |
3.05% (74.93%) |
22.22% (83.87%) |
| 三連複 | 5.40% (85.58%) |
5.10% (44.51%) |
5.73% (137.42%) |
5.56% (41.11%) |
11.22% (44.29%) |
7.00% (79.65%) |
3.73% (95.02%) |
15.03% (98.84%) |
| 三連単 | 1.16% (167.56%) |
1.02% (56.55%) |
1.19% (303.53%) |
2.78% (95.83%) |
3.06% (47.55%) |
0.78% (93.70%) |
1.02% (219.66%) |
15.03% (89.88%) |
| 総合 | 54.71% (93.36%) |
55.71% (70.19%) |
52.98% (119.67%) |
61.11% (97.16%) |
74.49% (73.53%) |
59.92% (77.04%) |
49.15% (102.27%) |
85.93% (88.37%) |
こちらも当然まだまだだね。
追記 2025.10.22 18:44
少し前に帰宅後に終わってた学習はRMSE 1.4023でしたが、
| 945R | 1点 | 芝(490R) | ダート(419R) | 障害(36R) | 8頭以下(98R) | 9～12頭(257R) | 13頭以上(590R) | 多点 |
| 単勝 | 23.49% (76.67%) |
23.88% (79.27%) |
22.43% (75.23%) |
30.56% (58.06%) |
45.92% (109.39%) |
22.57% (63.81%) |
20.17% (76.83%) |
53.12% (83.63%) |
| 複勝 | 51.75% (77.92%) |
51.43% (78.73%) |
51.55% (77.18%) |
58.33% (75.28%) |
69.39% (91.43%) |
57.20% (78.29%) |
46.44% (75.51%) |
87.30% (83.66%) |
| 枠連 | 13.13% (82.47%) |
12.30% (74.69%) |
13.28% (88.85%) |
23.08% (102.69%) |
-- (--) |
17.90% (107.47%) |
9.83% (63.90%) |
27.78% (82.79%) |
| 馬連 | 9.63% (76.53%) |
8.78% (61.22%) |
9.79% (93.56%) |
19.44% (86.67%) |
22.45% (67.86%) |
12.06% (96.19%) |
6.44% (69.41%) |
24.66% (112.01%) |
| ワイド | 20.85% (71.57%) |
19.39% (62.04%) |
21.48% (82.63%) |
33.33% (72.50%) |
39.80% (71.43%) |
25.68% (75.76%) |
15.59% (69.76%) |
44.55% (92.08%) |
| 馬単 | 5.29% (72.46%) |
4.08% (41.29%) |
5.73% (104.73%) |
16.67% (121.11%) |
16.33% (91.94%) |
5.84% (89.96%) |
3.22% (61.59%) |
24.66% (105.34%) |
| 三連複 | 6.46% (98.69%) |
5.92% (68.47%) |
6.68% (135.27%) |
11.11% (84.17%) |
14.29% (83.57%) |
8.17% (96.03%) |
4.41% (102.36%) |
17.35% (80.78%) |
| 三連単 | 1.16% (40.02%) |
1.02% (10.37%) |
0.95% (68.33%) |
5.56% (114.17%) |
6.12% (70.00%) |
0.78% (15.99%) |
0.51% (45.51%) |
17.35% (75.53%) |
| 総合 | 53.65% (74.38%) |
53.67% (59.08%) |
52.98% (90.74%) |
61.11% (88.85%) |
73.47% (83.66%) |
60.31% (77.94%) |
47.46% (70.61%) |
87.51% (84.31%) |
進展は感じますが、も少し欲しいですね。
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