続きです。
NumberOfLeaves: 319
NumberOfIterations: 2000
LearningRate: 0.01
MaximumBinCountPerFeature: 127
MinimumExampleCountPerLeaf: 150
SubsampleFraction: 0.8
FeatureFraction: 0.75
L2Regularization: 1.250
CustomGains: 0～500 = 0点, 501～1000は0.95乗に0～1000点
これ10回予定通りにやりました。
[Loop 8] NDCG@1 = 0.7665
[Loop 8] NDCG@3 = 0.7724
[Loop 8] NDCG@5 = 0.7887
[Loop 8] NDCG@10 = 0.8494
| 2,610R | 1点 | 芝(1,278R) | ダート(1,243R) | 障害(89R) | 8頭以下(157R) | 9～12頭(665R) | 13頭以上(1,788R) | 多点 |
| 単勝 | 24.94% (74.44%) |
24.65% (77.78%) |
25.42% (72.27%) |
22.47% (56.74%) |
32.48% (70.38%) |
27.07% (69.17%) |
23.49% (76.75%) |
55.56% (76.83%) |
| 複勝 | 55.44% (78.48%) |
53.68% (77.10%) |
56.88% (79.77%) |
60.67% (80.00%) |
64.97% (88.98%) |
59.70% (76.62%) |
53.02% (78.24%) |
89.69% (81.35%) |
| 枠連 | 14.01% (75.67%) |
13.05% (83.13%) |
14.48% (66.58%) |
20.25% (108.86%) |
-- (--) |
13.23% (58.69%) |
13.48% (77.54%) |
30.54% (77.47%) |
| 馬連 | 10.19% (65.52%) |
9.62% (73.24%) |
10.54% (56.53%) |
13.48% (80.22%) |
22.29% (86.18%) |
10.68% (57.74%) |
8.95% (66.60%) |
23.64% (75.49%) |
| ワイド | 24.94% (75.46%) |
24.33% (77.77%) |
25.66% (73.54%) |
23.60% (68.99%) |
41.40% (76.62%) |
26.62% (70.15%) |
22.87% (77.33%) |
46.51% (76.86%) |
| 馬単 | 5.48% (52.07%) |
4.62% (48.65%) |
6.36% (55.38%) |
5.62% (54.72%) |
10.83% (63.50%) |
6.02% (53.88%) |
4.81% (50.39%) |
23.64% (73.19%) |
| 三連複 | 7.20% (113.02%) |
6.65% (133.61%) |
7.88% (92.81%) |
5.62% (99.78%) |
14.01% (100.83%) |
7.82% (72.72%) |
6.38% (129.08%) |
16.48% (70.31%) |
| 三連単 | 1.72% (96.39%) |
1.25% (51.86%) |
2.25% (146.89%) |
1.12% (30.67%) |
2.55% (158.34%) |
2.26% (56.44%) |
1.45% (105.82%) |
16.48% (68.26%) |
| 総合 | 57.36% (78.92%) |
56.18% (77.79%) |
58.33% (80.56%) |
60.67% (71.98%) |
68.15% (92.12%) |
60.45% (64.43%) |
55.26% (82.72%) |
89.89% (71.83%) |
[Loop 10] NDCG@1 = 0.7661
[Loop 10] NDCG@3 = 0.7726
[Loop 10] NDCG@5 = 0.7887
[Loop 10] NDCG@10 = 0.8493
| 2,610R | 1点 | 芝(1,278R) | ダート(1,243R) | 障害(89R) | 8頭以下(157R) | 9～12頭(665R) | 13頭以上(1,788R) | 多点 |
| 単勝 | 24.75% (71.59%) |
24.41% (75.14%) |
25.02% (68.35%) |
25.84% (65.84%) |
33.12% (70.38%) |
28.12% (74.38%) |
22.76% (70.66%) |
55.56% (75.80%) |
| 複勝 | 54.98% (77.95%) |
52.74% (77.03%) |
56.72% (78.36%) |
62.92% (85.39%) |
64.33% (93.31%) |
60.30% (78.24%) |
52.18% (76.49%) |
89.66% (80.71%) |
| 枠連 | 13.97% (79.28%) |
12.78% (85.28%) |
14.73% (71.96%) |
18.99% (105.82%) |
-- (--) |
12.63% (54.38%) |
13.65% (83.88%) |
30.45% (78.48%) |
| 馬連 | 10.11% (66.30%) |
9.00% (70.19%) |
11.10% (61.61%) |
12.36% (75.96%) |
20.38% (76.75%) |
10.23% (53.47%) |
9.17% (70.15%) |
23.64% (78.44%) |
| ワイド | 24.52% (74.88%) |
22.54% (69.95%) |
26.79% (80.83%) |
21.35% (62.58%) |
40.76% (75.67%) |
26.32% (69.32%) |
22.43% (76.88%) |
46.09% (76.51%) |
| 馬単 | 5.67% (54.83%) |
5.01% (60.81%) |
6.36% (49.12%) |
5.62% (48.54%) |
10.83% (62.80%) |
6.32% (56.00%) |
4.98% (53.69%) |
23.64% (75.88%) |
| 三連複 | 6.93% (105.48%) |
6.10% (124.95%) |
7.96% (91.03%) |
4.49% (27.64%) |
11.46% (51.46%) |
7.67% (66.00%) |
6.26% (124.90%) |
16.32% (71.85%) |
| 三連単 | 1.49% (68.42%) |
0.94% (69.19%) |
2.09% (70.34%) |
1.12% (30.67%) |
1.91% (23.76%) |
1.65% (41.28%) |
1.40% (82.44%) |
16.32% (70.12%) |
| 総合 | 56.97% (74.78%) |
55.24% (78.95%) |
58.33% (71.45%) |
62.92% (62.19%) |
66.88% (64.88%) |
60.90% (61.63%) |
54.64% (79.89%) |
89.89% (73.33%) |
これじゃ1.0が最強なのかな?
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