今度は一気に
NumberOfLeaves: 767
NumberOfIterations: 10000
LearningRate: 0.005
MaximumBinCountPerFeature: 255
MinimumExampleCountPerLeaf: 80
FeatureFraction: 0.75
SubsampleFraction: 0.8
CustomGains: 0～500 = 0点, 501～1000は1.8乗に0～1000点
昨夜10回スタートさせて就寝。これ1回に40分以上で10回終わるのに8時間超えました。モデルサイズは一気に167MB。それでも基本は運任せで6回目の
[Loop 6] NDCG@1 = 0.7807
[Loop 6] NDCG@3 = 0.7849
[Loop 6] NDCG@5 = 0.7978
[Loop 6] NDCG@10 = 0.8527
| 3,455R | 1点 | 芝(1,689R) | ダート(1,646R) | 障害(120R) | 8頭以下(219R) | 9～12頭(809R) | 13頭以上(2,427R) | 多点 |
| 単勝 | 27.09% (77.50%) |
26.58% (78.29%) |
27.34% (75.89%) |
30.83% (88.50%) |
38.36% (88.22%) |
28.80% (80.73%) |
25.50% (75.46%) |
58.12% (76.65%) |
| 複勝 | 58.47% (84.96%) |
58.02% (84.42%) |
58.44% (85.27%) |
65.00% (88.33%) |
69.41% (84.79%) |
63.66% (85.71%) |
55.75% (84.73%) |
89.52% (83.39%) |
| 枠連 | 16.03% (83.77%) |
15.47% (84.84%) |
15.95% (81.57%) |
25.25% (103.54%) |
-- (--) |
17.68% (76.56%) |
14.46% (80.86%) |
31.18% (77.43%) |
| 馬連 | 12.56% (81.26%) |
12.20% (74.01%) |
12.45% (88.12%) |
19.17% (89.17%) |
21.92% (68.86%) |
15.20% (76.46%) |
10.84% (83.98%) |
25.88% (76.10%) |
| ワイド | 27.21% (88.27%) |
28.00% (84.26%) |
26.06% (93.57%) |
31.67% (72.17%) |
50.68% (90.50%) |
32.39% (83.26%) |
23.36% (89.74%) |
49.29% (82.11%) |
| 馬単 | 6.28% (64.58%) |
5.98% (59.25%) |
6.32% (68.80%) |
10.00% (81.92%) |
12.79% (82.92%) |
7.42% (59.38%) |
5.32% (64.66%) |
25.88% (71.99%) |
| 三連複 | 6.34% (82.45%) |
7.40% (69.48%) |
5.10% (95.70%) |
8.33% (83.08%) |
19.18% (90.09%) |
7.66% (57.56%) |
4.74% (90.05%) |
17.05% (78.10%) |
| 三連単 | 1.24% (55.77%) |
1.30% (47.02%) |
1.28% (68.82%) |
0.00% (0.00%) |
3.20% (102.10%) |
1.61% (33.77%) |
0.95% (58.92%) |
17.05% (70.28%) |
| 総合 | 59.74% (77.23%) |
59.38% (72.44%) |
59.72% (82.22%) |
65.00% (75.22%) |
74.89% (86.78%) |
64.03% (69.18%) |
56.94% (78.55%) |
89.90% (73.80%) |
攻めたモデルだと思うけど、思うようにはなかなか行かないね。ああ、で、当然ですがこのモデルサイズではこれまでの32bitのさらだではOOMです。9回目の
[Loop 9] NDCG@1 = 0.7796
[Loop 9] NDCG@3 = 0.7852
[Loop 9] NDCG@5 = 0.7980
[Loop 9] NDCG@10 = 0.8528
| 3,455R | 1点 | 芝(1,689R) | ダート(1,646R) | 障害(120R) | 8頭以下(219R) | 9～12頭(809R) | 13頭以上(2,427R) | 多点 |
| 単勝 | 27.38% (80.43%) |
26.76% (81.80%) |
27.83% (78.41%) |
30.00% (88.75%) |
38.36% (86.35%) |
28.68% (83.55%) |
25.96% (78.85%) |
58.81% (79.02%) |
| 複勝 | 58.70% (85.54%) |
58.32% (85.30%) |
58.87% (86.17%) |
61.67% (80.17%) |
69.41% (84.98%) |
63.91% (86.97%) |
56.00% (85.11%) |
89.15% (83.69%) |
| 枠連 | 16.26% (86.20%) |
16.11% (89.87%) |
15.88% (81.93%) |
24.24% (101.72%) |
-- (--) |
19.16% (89.75%) |
14.26% (79.54%) |
31.67% (83.62%) |
| 馬連 | 12.74% (82.15%) |
12.55% (77.75%) |
12.52% (86.40%) |
18.33% (85.75%) |
22.37% (62.37%) |
16.19% (90.47%) |
10.71% (81.16%) |
26.31% (79.51%) |
| ワイド | 27.50% (90.03%) |
28.24% (83.77%) |
26.55% (97.93%) |
30.00% (69.75%) |
50.68% (88.63%) |
33.62% (89.07%) |
23.36% (90.48%) |
50.16% (83.99%) |
| 馬単 | 6.45% (68.67%) |
5.92% (56.45%) |
6.80% (81.00%) |
9.17% (71.42%) |
14.16% (79.50%) |
7.66% (71.59%) |
5.36% (66.71%) |
26.31% (77.10%) |
| 三連複 | 6.74% (73.48%) |
7.93% (72.98%) |
5.41% (73.21%) |
8.33% (84.17%) |
18.26% (77.31%) |
9.27% (80.33%) |
4.86% (70.84%) |
17.31% (79.45%) |
| 三連単 | 1.56% (57.68%) |
1.78% (58.63%) |
1.46% (60.91%) |
0.00% (0.00%) |
5.02% (123.47%) |
2.35% (71.04%) |
0.99% (47.28%) |
17.31% (72.24%) |
| 総合 | 59.88% (77.91%) |
59.62% (75.52%) |
60.02% (80.74%) |
61.67% (72.07%) |
73.52% (86.09%) |
64.52% (82.85%) |
57.11% (75.00%) |
89.52% (76.33%) |
最初のはNDCG@1が最高のやつで、こちらがNDCG@3が最高のやつ。NDCG@3が高い方が成績良い感じなのはいつもの事ですね。
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