- ShinbaTimeCK.mlnet
6R 1点 芝(4R) ダート(2R) 8頭以下(0R) 9~12頭(1R) 13頭以上(5R) 多点 単勝 16.67%
(25.00%)25.00%
(37.50%)0.00%
(0.00%)--
(--)0.00%
(0.00%)20.00%
(30.00%)33.33%
(26.11%)複勝 33.33%
(40.00%)50.00%
(60.00%)0.00%
(0.00%)--
(--)0.00%
(0.00%)40.00%
(48.00%)100.00%
(66.67%)枠連 0.00%
(0.00%)0.00%
(0.00%)0.00%
(0.00%)--
(--)0.00%
(0.00%)0.00%
(0.00%)50.00%
(174.71%)馬連 0.00%
(0.00%)0.00%
(0.00%)0.00%
(0.00%)--
(--)0.00%
(0.00%)0.00%
(0.00%)16.67%
(51.11%)ワイド 16.67%
(36.67%)25.00%
(55.00%)0.00%
(0.00%)--
(--)0.00%
(0.00%)20.00%
(44.00%)33.33%
(34.44%)馬単 0.00%
(0.00%)0.00%
(0.00%)0.00%
(0.00%)--
(--)0.00%
(0.00%)0.00%
(0.00%)16.67%
(32.78%)三連複 0.00%
(0.00%)0.00%
(0.00%)0.00%
(0.00%)--
(--)0.00%
(0.00%)0.00%
(0.00%)0.00%
(0.00%)三連単 0.00%
(0.00%)0.00%
(0.00%)0.00%
(0.00%)--
(--)0.00%
(0.00%)0.00%
(0.00%)0.00%
(0.00%)総合 33.33%
(12.71%)50.00%
(19.06%)0.00%
(0.00%)--
(--)0.00%
(0.00%)40.00%
(15.25%)100.00%
(25.12%) - SouhaTimeCK.mlnet
60R 1点 芝(26R) ダート(32R) 障害(2R) 8頭以下(3R) 9~12頭(14R) 13頭以上(43R) 多点 単勝 18.33%
(136.67%)15.38%
(233.46%)21.88%
(66.56%)0.00%
(0.00%)33.33%
(56.67%)28.57%
(46.43%)13.95%
(171.63%)46.67%
(107.44%)複勝 55.00%
(118.67%)38.46%
(108.46%)68.75%
(128.44%)50.00%
(95.00%)33.33%
(36.67%)64.29%
(90.71%)53.49%
(133.49%)85.00%
(84.28%)枠連 8.00%
(64.60%)5.00%
(53.00%)10.71%
(77.50%)0.00%
(0.00%)--
(--)7.14%
(75.71%)6.98%
(50.47%)22.00%
(138.60%)馬連 3.33%
(39.00%)0.00%
(0.00%)6.25%
(73.12%)0.00%
(0.00%)0.00%
(0.00%)0.00%
(0.00%)4.65%
(54.42%)11.67%
(87.72%)ワイド 8.33%
(38.00%)3.85%
(31.92%)12.50%
(45.31%)0.00%
(0.00%)0.00%
(0.00%)0.00%
(0.00%)11.63%
(53.02%)33.33%
(67.89%)馬単 0.00%
(0.00%)0.00%
(0.00%)0.00%
(0.00%)0.00%
(0.00%)0.00%
(0.00%)0.00%
(0.00%)0.00%
(0.00%)11.67%
(83.42%)三連複 0.00%
(0.00%)0.00%
(0.00%)0.00%
(0.00%)0.00%
(0.00%)0.00%
(0.00%)0.00%
(0.00%)0.00%
(0.00%)10.00%
(48.33%)三連単 0.00%
(0.00%)0.00%
(0.00%)0.00%
(0.00%)0.00%
(0.00%)0.00%
(0.00%)0.00%
(0.00%)0.00%
(0.00%)10.00%
(27.80%)総合 56.67%
(49.30%)38.46%
(53.37%)71.88%
(48.41%)50.00%
(11.87%)33.33%
(13.33%)64.29%
(26.61%)55.81%
(57.88%)85.00%
(56.49%) - RaceJuniFullCK.mlnet
66R 1点 芝(30R) ダート(34R) 障害(2R) 8頭以下(3R) 9~12頭(15R) 13頭以上(48R) 多点 単勝 13.64%
(29.39%)10.00%
(22.67%)17.65%
(37.06%)0.00%
(0.00%)0.00%
(0.00%)26.67%
(44.67%)10.42%
(26.46%)39.39%
(68.94%)複勝 50.00%
(81.67%)36.67%
(73.00%)61.76%
(88.53%)50.00%
(95.00%)66.67%
(93.33%)66.67%
(109.33%)43.75%
(72.29%)89.39%
(92.07%)枠連 7.14%
(71.43%)4.17%
(15.42%)10.00%
(121.00%)0.00%
(0.00%)--
(--)6.67%
(24.67%)6.25%
(75.62%)21.43%
(72.23%)馬連 6.06%
(143.94%)3.33%
(24.00%)8.82%
(258.24%)0.00%
(0.00%)0.00%
(0.00%)6.67%
(48.00%)6.25%
(182.92%)19.70%
(101.97%)ワイド 22.73%
(142.42%)26.67%
(169.33%)20.59%
(127.06%)0.00%
(0.00%)33.33%
(133.33%)40.00%
(279.33%)16.67%
(100.21%)50.00%
(113.84%)馬単 3.03%
(40.00%)3.33%
(38.67%)2.94%
(43.53%)0.00%
(0.00%)0.00%
(0.00%)6.67%
(77.33%)2.08%
(30.83%)19.70%
(91.84%)三連複 6.06%
(126.82%)10.00%
(250.67%)2.94%
(25.00%)0.00%
(0.00%)0.00%
(0.00%)20.00%
(462.67%)2.08%
(29.79%)16.67%
(57.23%)三連単 1.52%
(47.27%)3.33%
(104.00%)0.00%
(0.00%)0.00%
(0.00%)0.00%
(0.00%)6.67%
(208.00%)0.00%
(0.00%)16.67%
(53.78%)総合 50.00%
(85.64%)36.67%
(89.06%)61.76%
(87.05%)50.00%
(11.87%)66.67%
(32.38%)66.67%
(156.75%)43.75%
(64.77%)89.39%
(69.72%)
「さらだ」(さらブレッド・だータベース)はJV-Link(version 4.9.0以降)を使ってSQLiteのデータベースを構築してAI活用(?)による予想が可能で、独自に機械学習を実施して利用する事で被らない予想も可能です
2026年2月11日水曜日
2026.2.7~2026.2.10
2024年12月29日日曜日
2024.10.1~2024.12.31
- ShinbaTimeCK.mlnet
118R 1点 芝(70R) ダート(48R) 8頭以下(2R) 9~12頭(29R) 13頭以上(87R) 多点 単勝 22.88%
(69.15%)21.43%
(55.71%)25.00%
(88.75%)0.00%
(0.00%)20.69%
(44.14%)24.14%
(79.08%)46.61%
(61.95%)複勝 40.68%
(78.05%)38.57%
(74.29%)43.75%
(83.54%)0.00%
(0.00%)37.93%
(46.90%)42.53%
(90.23%)78.81%
(78.47%)枠連 12.61%
(167.75%)16.67%
(216.67%)6.67%
(96.00%)--
(--)10.34%
(34.48%)12.64%
(202.53%)23.42%
(104.60%)馬連 4.24%
(186.95%)4.29%
(201.86%)4.17%
(165.21%)0.00%
(0.00%)3.45%
(11.38%)4.60%
(249.77%)12.71%
(99.77%)ワイド 11.02%
(82.03%)8.57%
(55.71%)14.58%
(120.42%)0.00%
(0.00%)17.24%
(44.83%)9.20%
(96.32%)26.27%
(64.89%)馬単 2.54%
(98.73%)1.43%
(9.57%)4.17%
(228.75%)0.00%
(0.00%)0.00%
(0.00%)3.45%
(133.91%)12.71%
(87.58%)三連複 2.54%
(27.54%)0.00%
(0.00%)6.25%
(67.71%)0.00%
(0.00%)6.90%
(55.52%)1.15%
(18.85%)6.78%
(25.40%)三連単 0.00%
(0.00%)0.00%
(0.00%)0.00%
(0.00%)0.00%
(0.00%)0.00%
(0.00%)0.00%
(0.00%)6.78%
(19.98%)総合 43.22%
(88.19%)42.86%
(75.72%)43.75%
(106.38%)0.00%
(0.00%)41.38%
(29.66%)44.83%
(108.84%)80.51%
(47.24%) - SouhaTimeCK.mlnet
721R 1点 芝(320R) ダート(370R) 障害(31R) 8頭以下(60R) 9~12頭(181R) 13頭以上(480R) 多点 単勝 23.58%
(73.04%)23.44%
(73.84%)23.51%
(73.81%)25.81%
(55.48%)38.33%
(74.83%)28.18%
(69.83%)20.00%
(74.02%)52.84%
(75.09%)複勝 55.76%
(84.84%)54.69%
(83.63%)56.76%
(85.89%)54.84%
(84.84%)65.00%
(79.33%)66.30%
(89.56%)50.63%
(83.75%)87.38%
(79.51%)枠連 16.09%
(104.18%)16.42%
(110.86%)15.85%
(98.27%)15.79%
(117.89%)--
(--)19.89%
(104.20%)13.75%
(98.31%)31.23%
(88.07%)馬連 12.21%
(90.22%)12.50%
(76.38%)11.62%
(102.03%)16.13%
(92.26%)23.33%
(67.50%)16.02%
(84.70%)9.38%
(95.15%)24.97%
(80.97%)ワイド 23.86%
(79.53%)21.88%
(66.72%)25.14%
(88.38%)29.03%
(106.13%)55.00%
(102.50%)27.62%
(69.06%)18.54%
(80.60%)42.30%
(76.49%)馬単 6.38%
(71.07%)6.56%
(73.00%)5.95%
(72.41%)9.68%
(35.16%)16.67%
(62.67%)7.18%
(61.55%)4.79%
(75.71%)24.97%
(76.73%)三連複 5.69%
(56.70%)5.62%
(48.28%)6.22%
(68.73%)0.00%
(0.00%)15.00%
(63.17%)11.60%
(98.12%)2.29%
(40.27%)15.67%
(68.92%)三連単 1.25%
(53.91%)2.19%
(93.31%)0.54%
(24.35%)0.00%
(0.00%)1.67%
(15.67%)2.76%
(137.46%)0.63%
(27.19%)15.67%
(62.24%)総合 57.70%
(76.26%)57.50%
(77.58%)58.11%
(76.56%)54.84%
(58.60%)73.33%
(66.52%)66.85%
(89.31%)52.29%
(71.88%)87.79%
(69.81%) - RaceJuniFullCK.mlnet
839R 1点 芝(390R) ダート(418R) 障害(31R) 8頭以下(62R) 9~12頭(210R) 13頭以上(567R) 多点 単勝 23.48%
(75.97%)22.05%
(70.90%)24.64%
(81.17%)25.81%
(69.68%)35.48%
(74.84%)28.10%
(68.95%)20.46%
(78.69%)52.32%
(76.97%)複勝 53.16%
(83.73%)50.26%
(81.15%)55.98%
(86.27%)51.61%
(81.94%)64.52%
(80.97%)59.52%
(78.29%)49.56%
(86.05%)86.77%
(80.42%)枠連 14.90%
(120.86%)14.37%
(124.76%)15.31%
(117.81%)15.79%
(115.26%)--
(--)16.19%
(86.05%)13.58%
(126.93%)30.20%
(93.29%)馬連 10.85%
(115.51%)9.23%
(106.33%)11.96%
(125.81%)16.13%
(91.94%)27.42%
(78.55%)11.90%
(61.57%)8.64%
(139.52%)23.36%
(84.98%)ワイド 21.93%
(84.43%)18.97%
(69.05%)24.16%
(96.89%)29.03%
(110.00%)54.84%
(97.74%)24.29%
(59.81%)17.46%
(92.10%)41.36%
(74.83%)馬単 5.24%
(77.81%)4.10%
(61.21%)5.98%
(96.46%)9.68%
(35.16%)19.35%
(89.84%)4.29%
(42.67%)4.06%
(89.51%)23.36%
(79.09%)三連複 5.13%
(55.32%)5.13%
(46.74%)5.50%
(67.42%)0.00%
(0.00%)12.90%
(59.19%)9.52%
(87.62%)2.65%
(42.93%)13.71%
(64.33%)三連単 0.72%
(51.53%)0.77%
(58.59%)0.72%
(48.76%)0.00%
(0.00%)1.61%
(15.16%)1.43%
(158.48%)0.35%
(15.89%)13.71%
(66.41%)総合 55.30%
(82.61%)52.56%
(76.48%)58.13%
(89.86%)51.61%
(60.34%)69.35%
(70.90%)60.00%
(80.43%)52.03%
(83.95%)87.37%
(72.38%)
本来一年を振返ふりかえりたいところですが利用した学習データが今年9月末までのものを使いましたので10月以降のみで。来年はもう少し上に行ける様に色々と試したいとは思ってますので...Wish you all a greate new year!
2024年9月10日火曜日
学習モデル比較
Version 1.6.2ではAutoMLとModel Builderの学習モデルを添付してますのでちょっと選択のヒント的に比較してみます。対象は2024.7.1~2024.9.8です。
| 75R | ShinbaTimeCK.zip | ShinbaTimeCK.mlnet |
| 単勝 | 25.33%(95.60%) | 25.33%(109.60%) |
| 複勝 | 48.00%(71.47%) | 49.33%(78.67%) |
| 枠連 | 10.64%(52.13%) | 19.15%(138.94%) |
| 馬連 | 6.67%(51.60%) | 12.00%(95.73%) |
| ワイド | 14.67%(55.33%) | 21.33%(56.67%) |
| 馬単 | 1.33%(30.13%) | 4.00%(85.07%) |
| 三連複 | 2.67%(53.73%) | 5.33%(75.20%) |
| 三連単 | 0.00%(0.00%) | 1.33%(324.93%) |
| 総合 | 48.00%(51.21%) | 52.00%(119.70%) |
| 572R | SouhaTimeCK.ziip | SouhaTimeCK.mlnet |
| 単勝 | 19.06%(76.91%) | 24.13%(79.91%) |
| 複勝 | 46.68%(79.93%) | 55.42%(87.64%) |
| 枠連 | 9.27%(72.94%) | 11.69%(70.38%) |
| 馬連 | 6.99%(58.20%) | 8.57%(61.50%) |
| ワイド | 17.48%(65.91%) | 19.93%(68.55%) |
| 馬単 | 3.85%(60.07%) | 4.72%(62.22%) |
| 三連複 | 4.37%(69.63%) | 6.47%(86.63%) |
| 三連単 | 0.70%(57.73%) | 2.10%(96.96%) |
| 総合 | 48.43%(67.58%) | 56.99%(76.83%) |
| 647R | RaceJuniFullCK.zip | RaceJuniFullCK.mlnet |
| 単勝 | 22.41%(80.03%) | 22.87%(81.79%) |
| 複勝 | 50.54%(80.37%) | 52.40%(83.96%) |
| 枠連 | 10.87%(60.99%) | 12.89%(83.44%) |
| 馬連 | 8.35%(59.06%) | 10.05%(79.51%) |
| ワイド | 20.56%(63.89%) | 21.48%(74.05%) |
| 馬単 | 4.17%(59.35%) | 5.41%(66.26%) |
| 三連複 | 5.87%(91.21%) | 6.49%(113.93%) |
| 三連単 | 1.70%(110.87%) | 1.85%(66.11%) |
| 総合 | 52.09%(76.02%) | 53.94%(81.08%) |
追記 2024.9.12 7:57
2024.9.7~2024.9.8で検証してみると
- ShinbaTimeCK.mlnet
8R 1点 芝(5R) ダート(3R) 8頭以下(4R) 9~12頭(1R) 13頭以上(3R) 多点 単勝 12.50%
(20.00%)20.00%
(32.00%)0.00%
(0.00%)25.00%
(40.00%)0.00%
(0.00%)0.00%
(0.00%)37.50%
(88.75%)複勝 37.50%
(43.75%)60.00%
(70.00%)0.00%
(0.00%)50.00%
(57.50%)0.00%
(0.00%)33.33%
(40.00%)87.50%
(78.75%)枠連 25.00%
(142.50%)100.00%
(570.00%)0.00%
(0.00%)--
(--)0.00%
(0.00%)33.33%
(190.00%)25.00%
(51.82%)馬連 25.00%
(141.25%)40.00%
(226.00%)0.00%
(0.00%)25.00%
(115.00%)0.00%
(0.00%)33.33%
(223.33%)37.50%
(91.25%)ワイド 37.50%
(85.00%)60.00%
(136.00%)0.00%
(0.00%)50.00%
(97.50%)0.00%
(0.00%)33.33%
(96.67%)62.50%
(90.00%)馬単 12.50%
(83.75%)20.00%
(134.00%)0.00%
(0.00%)25.00%
(167.50%)0.00%
(0.00%)0.00%
(0.00%)37.50%
(116.67%)三連複 12.50%
(126.25%)20.00%
(202.00%)0.00%
(0.00%)25.00%
(252.50%)0.00%
(0.00%)0.00%
(0.00%)25.00%
(54.69%)三連単 0.00%
(0.00%)0.00%
(0.00%)0.00%
(0.00%)0.00%
(0.00%)0.00%
(0.00%)0.00%
(0.00%)25.00%
(60.10%)総合 37.50%
(76.17%)60.00%
(126.94%)0.00%
(0.00%)50.00%
(104.29%)0.00%
(0.00%)33.33%
(68.75%)87.50%
(73.43%) - SouhaTimeCK.mlnet
40R 1点 芝(17R) ダート(21R) 障害(2R) 8頭以下(7R) 9~12頭(16R) 13頭以上(17R) 多点 単勝 35.00%
(110.50%)35.29%
(152.35%)33.33%
(76.19%)50.00%
(115.00%)57.14%
(134.29%)37.50%
(122.50%)23.53%
(89.41%)65.00%
(78.83%)複勝 55.00%
(74.50%)58.82%
(81.76%)52.38%
(70.48%)50.00%
(55.00%)85.71%
(94.29%)62.50%
(87.50%)35.29%
(54.12%)90.00%
(68.67%)枠連 7.14%
(40.00%)0.00%
(0.00%)11.76%
(65.88%)--
(--)--
(--)6.25%
(13.75%)5.88%
(52.94%)39.29%
(89.62%)馬連 7.50%
(21.25%)5.88%
(6.47%)9.52%
(35.24%)0.00%
(0.00%)28.57%
(88.57%)6.25%
(14.37%)0.00%
(0.00%)20.00%
(52.58%)ワイド 17.50%
(27.75%)11.76%
(12.35%)19.05%
(35.24%)50.00%
(80.00%)57.14%
(74.29%)18.75%
(36.88%)0.00%
(0.00%)35.00%
(36.67%)馬単 5.00%
(27.25%)0.00%
(0.00%)9.52%
(51.90%)0.00%
(0.00%)14.29%
(122.86%)6.25%
(14.37%)0.00%
(0.00%)20.00%
(46.25%)三連複 5.00%
(7.00%)5.88%
(6.47%)4.76%
(8.10%)0.00%
(0.00%)28.57%
(40.00%)0.00%
(0.00%)0.00%
(0.00%)10.00%
(8.19%)三連単 2.50%
(26.00%)0.00%
(0.00%)4.76%
(49.52%)0.00%
(0.00%)14.29%
(148.57%)0.00%
(0.00%)0.00%
(0.00%)10.00%
(9.43%)総合 55.00%
(41.85%)58.82%
(33.92%)52.38%
(48.66%)50.00%
(35.71%)85.71%
(100.41%)62.50%
(36.17%)35.29%
(24.56%)90.00%
(29.65%) - RaceJuniFullCK.mlnet
48R 1点 芝(22R) ダート(24R) 障害(2R) 8頭以下(11R) 9~12頭(17R) 13頭以上(20R) 多点 単勝 25.00%
(77.08%)27.27%
(95.91%)20.83%
(56.67%)50.00%
(115.00%)45.45%
(100.00%)29.41%
(108.82%)10.00%
(37.50%)58.33%
(76.04%)複勝 52.08%
(69.17%)59.09%
(76.36%)45.83%
(63.75%)50.00%
(55.00%)72.73%
(80.91%)58.82%
(82.94%)35.00%
(51.00%)83.33%
(63.96%)枠連 6.25%
(45.94%)8.33%
(47.50%)5.00%
(45.00%)--
(--)--
(--)0.00%
(0.00%)10.00%
(73.50%)37.50%
(76.48%)馬連 10.42%
(77.29%)18.18%
(145.45%)4.17%
(21.25%)0.00%
(0.00%)36.36%
(276.36%)0.00%
(0.00%)5.00%
(33.50%)25.00%
(66.46%)ワイド 20.83%
(43.13%)27.27%
(59.55%)12.50%
(25.00%)50.00%
(80.00%)63.64%
(120.91%)11.76%
(26.47%)5.00%
(14.50%)37.50%
(42.36%)馬単 6.25%
(97.71%)9.09%
(174.09%)4.17%
(35.83%)0.00%
(0.00%)27.27%
(426.36%)0.00%
(0.00%)0.00%
(0.00%)25.00%
(63.16%)三連複 8.33%
(33.12%)13.64%
(64.55%)4.17%
(7.08%)0.00%
(0.00%)36.36%
(144.55%)0.00%
(0.00%)0.00%
(0.00%)12.50%
(15.94%)三連単 2.08%
(21.67%)0.00%
(0.00%)4.17%
(43.33%)0.00%
(0.00%)9.09%
(94.55%)0.00%
(0.00%)0.00%
(0.00%)12.50%
(17.87%)総合 52.08%
(58.67%)59.09%
(85.06%)45.83%
(37.07%)50.00%
(35.71%)72.73%
(177.66%)58.82%
(27.28%)35.00%
(26.25%)83.33%
(36.76%)
もう少し改善出来ないか色々と試してます。
2024年8月14日水曜日
2024.1.1~2024.7.31
- ShinbaTimeCK.zip
113R 1点 芝(77R) ダート(36R) 多点 単勝 24.78%(103.45%) 24.68%(91.56%) 25.00%(128.89%) 55.75%(85.78%) 複勝 45.13%(77.35%) 44.16%(69.22%) 47.22%(94.72%) 84.07%(80.94%) 枠連 11.63%(109.53%) 12.96%(135.56%) 9.38%(65.62%) 11.63%(126.90%) 馬連 7.96%(159.47%) 9.09%(203.51%) 5.56%(65.28%) 22.12%(135.43%) ワイド 20.35%(96.11%) 23.38%(111.69%) 13.89%(62.78%) 37.17%(79.88%) 馬単 4.42%(178.50%) 6.49%(261.95%) 0.00%(0.00%) 22.12%(119.40%) 三連複 4.42%(51.06%) 6.49%(74.94%) 0.00%(0.00%) 11.50%(47.99%) 三連単 0.00%(0.00%) 0.00%(0.00%) 0.00%(0.00%) 11.50%(45.16%) 総合 48.67%(96.55%) 48.05%(117.89%) 50.00%(51.97%) 84.96%(70.80%) - SouhaTimeCK.zip
1,951R 1点 芝(899R) ダート(975R) 障害(77R) 多点 単勝 21.48%(78.83%) 21.36%(82.02%) 20.82%(76.79%) 31.17%(67.27%) 49.62%(74.89%) 複勝 51.72%(86.06%) 49.72%(86.54%) 52.41%(85.26%) 66.23%(90.52%) 86.26%(82.71%) 枠連 12.30%(82.37%) 11.38%(79.55%) 13.16%(86.29%) 10.77%(59.54%) 26.34%(74.92%) 馬連 8.41%(68.99%) 8.12%(69.28%) 8.41%(69.28%) 11.69%(61.95%) 18.91%(71.57%) ワイド 20.60%(80.41%) 19.13%(76.50%) 20.72%(81.23%) 36.36%(115.71%) 40.44%(81.53%) 馬単 4.66%(64.99%) 5.12%(69.79%) 4.31%(63.44%) 3.90%(28.57%) 18.91%(69.51%) 三連複 4.41%(64.94%) 4.00%(68.57%) 4.31%(58.82%) 10.39%(100.13%) 12.71%(74.85%) 三連単 1.03%(52.42%) 1.00%(67.78%) 1.03%(41.02%) 1.30%(17.66%) 12.71%(70.48%) 総合 53.31%(72.26%) 51.06%(74.92%) 54.36%(70.18%) 66.23%(67.83%) 86.57%(72.73%) RaceJuniFullCK.zip
2,064R1点芝(976R)ダート(1011R)障害(77R)多点単勝41.42%(218.83%)37.81%(181.83%)44.51%(256.29%)46.75%(195.84%)74.95%(174.04%)複勝76.36%(151.13%)71.21%(138.04%)80.71%(164.71%)84.42%(138.83%)96.90%(142.90%)枠連31.74%(323.31%)28.66%(277.58%)33.40%(352.18%)46.15%(475.69%)52.23%(243.92%)馬連25.73%(480.53%)21.82%(382.60%)28.59%(570.12%)37.66%(545.45%)45.06%(342.78%)ワイド48.55%(306.62%)40.88%(238.79%)55.00%(373.77%)61.04%(284.81%)71.46%(295.07%)馬単16.52%(580.71%)13.93%(385.06%)18.40%(762.58%)24.68%(672.60%)45.06%(348.43%)三連複19.57%(902.12%)15.57%(485.35%)22.35%(1,261.30%)33.77%(1,468.96%)37.31%(636.96%)三連単7.07%(1,282.82%)5.02%(906.89%)8.31%(1,579.81%)16.88%(2,148.57%)37.31%(675.72%)総合77.47%(533.37%)72.64%(376.40%)81.60%(666.81%)84.42%(746.62%)97.09%(501.58%)- RaceJuniFullCK.zip(2024.7.1~2024.7.31)
264R 1点 芝(154R) ダート(100R) 障害(10R) 多点 単勝 24.24%(91.06%) 24.68%(107.66%) 22.00%(63.30%) 40.00%(113.00%) 53.41%(88.43%) 複勝 50.76%(81.93%) 50.00%(85.19%) 51.00%(77.50%) 60.00%(76.00%) 88.64%(81.70%) 枠連 10.96%(81.32%) 10.48%(90.32%) 11.96%(71.85%) 0.00%(0.00%) 26.03%(74.65%) 馬連 8.33%(73.60%) 7.79%(79.35%) 9.00%(70.00%) 10.00%(21.00%) 18.56%(63.88%) ワイド 22.35%(87.58%) 20.78%(93.83%) 23.00%(76.60%) 40.00%(101.00%) 42.42%(72.44%) 馬単 3.41%(45.34%) 3.25%(42.08%) 4.00%(54.90%) 0.00%(0.00%) 18.56%(65.88%) 三連複 4.55%(64.92%) 3.25%(30.19%) 6.00%(89.20%) 10.00%(357.00%) 13.64%(45.41%) 三連単 1.14%(23.67%) 0.65%(8.25%) 2.00%(49.80%) 0.00%(0.00%) 13.64%(44.07%) 総合 52.27%(68.40%) 51.95%(66.53%) 52.00%(69.12%) 60.00%(91.51%) 89.02%(56.45%)
順位フルCK版の学習データが手違いで本来2004.1.1~2023.12.31の筈が2004.1.1~2024.6.30を使ってしまった可能性がある感じ。検証がここまで高い結果になるのは検証が学習データの範囲に入っている場合に多く見られる感じの結果なので、2024.7.1~2024.7.31の検証を載せました。
2024年5月29日水曜日
次期バージョンVersion 1.3.0の学習モデルの2024.1.1~2024.5.31検証
新バージョンリリースは現時点でもSystem.Data.SQLite.Coreのバージョンアップ待ちです。時差もあるので土曜日に変更申請とここでの公開可能かが不透明ですが、このバージョンに添付する学習モデルは一応準備しましたのでその検証を載せます。学習に使われたデータは1992.1.1~2023.12.31です。
- ShinbaTime.mlnet(RMSE 1.6480)
単勝:的中[8.89%] 回収[65.11%]
複勝:的中[28.89%] 回収[79.56%]
枠連:的中[0.00%] 回収[0.00%]
馬連:的中[0.00%] 回収[0.00%]
ワイド:的中[11.11%] 回収[210.67%]
馬単:的中[0.00%] 回収[0.00%]
三連複:的中[2.22%] 回収[174.44%]
三連単:的中[0.00%] 回収[0.00%]
予想[45] 的中[13] (28.89%)
購入[¥36,000] 払戻[¥23,840 (66.22%)]
==多点買い==
単勝:的中[31.11%] 回収[63.93%]
複勝:的中[73.33%] 回収[85.11%]
枠連:的中[6.67%] 回収[41.33%]
馬連:的中[4.44%] 回収[81.56%]
ワイド:的中[17.78%] 回収[110.59%]
馬単:的中[4.44%] 回収[60.70%]
三連複:的中[4.44%] 回収[50.50%]
三連単:的中[4.44%] 回収[59.77%]
予想[45] 的中[33] (73.33%)
購入[¥219,800] 払戻[¥141,380 (64.32%)] - SouhaTime.mlnet(RMSE 1.3955)
単勝:的中[25.16%] 回収[79.52%]
複勝:的中[56.45%] 回収[86.59%]
枠連:的中[14.65%] 回収[92.68%]
馬連:的中[9.87%] 回収[77.13%]
ワイド:的中[23.04%] 回収[81.93%]
馬単:的中[5.14%] 回収[71.87%]
三連複:的中[5.43%] 回収[74.49%]
三連単:的中[1.06%] 回収[49.07%]
予想[1,419] 的中[816] (57.51%)
購入[¥1,123,700] 払戻[¥859,590 (76.50%)]
--芝--
単勝:的中[23.10%] 回収[79.89%]
複勝:的中[55.38%] 回収[88.59%]
枠連:的中[16.15%] 回収[112.38%]
馬連:的中[10.28%] 回収[83.23%]
ワイド:的中[21.99%] 回収[79.07%]
馬単:的中[4.59%] 回収[63.78%]
三連複:的中[5.54%] 回収[76.39%]
三連単:的中[0.79%] 回収[26.44%]
予想[632] 的中[360] (56.96%)
購入[¥497,500] 払戻[¥376,270 (75.63%)]
--ダート--
単勝:的中[26.44%] 回収[78.37%]
複勝:的中[56.85%] 回収[84.86%]
枠連:的中[13.41%] 回収[77.93%]
馬連:的中[9.32%] 回収[70.93%]
ワイド:的中[23.01%] 回収[81.63%]
馬単:的中[5.21%] 回収[76.05%]
三連複:的中[5.21%] 回収[69.81%]
三連単:的中[1.10%] 回収[66.81%]
予想[730] 的中[420] (57.53%)
購入[¥581,100] 払戻[¥440,410 (75.79%)]
--障害--
単勝:的中[31.58%] 回収[90.18%]
複勝:的中[63.16%] 回収[86.49%]
枠連:的中[15.38%] 回収[82.88%]
馬連:的中[12.28%] 回収[88.95%]
ワイド:的中[35.09%] 回収[117.54%]
馬単:的中[10.53%] 回収[107.89%]
三連複:的中[7.02%] 回収[113.33%]
三連単:的中[3.51%] 回収[72.81%]
予想[57] 的中[36] (63.16%)
購入[¥45,100] 払戻[¥42,910 (95.14%)]
==多点買い==
単勝:的中[53.14%] 回収[81.73%]
複勝:的中[87.32%] 回収[82.46%]
枠連:的中[29.52%] 回収[76.75%]
馬連:的中[22.34%] 回収[72.76%]
ワイド:的中[45.03%] 回収[80.87%]
馬単:的中[22.34%] 回収[71.58%]
三連複:的中[15.93%] 回収[72.14%]
三連単:的中[15.93%] 回収[67.47%]
予想[1,419] 的中[1,243] (87.60%)
購入[¥6,895,600] 払戻[¥4,952,120 (71.82%)]
- RaceJuniFull.mlnet(RMSE 2.8565)
単勝:的中[24.59%] 回収[79.23%]
複勝:的中[54.92%] 回収[86.64%]
枠連:的中[13.86%] 回収[90.01%]
馬連:的中[9.43%] 回収[77.69%]
ワイド:的中[22.75%] 回収[90.29%]
馬単:的中[5.53%] 回収[77.55%]
三連複:的中[5.40%] 回収[81.34%]
三連単:的中[1.30%] 回収[86.82%]
予想[1,464] 的中[828] (56.56%)
購入[¥1,159,700] 払戻[¥969,900 (83.63%)]
--芝--
単勝:的中[22.77%] 回収[77.65%]
複勝:的中[53.54%] 回収[88.65%]
枠連:的中[15.64%] 回収[114.73%]
馬連:的中[10.46%] 回収[96.14%]
ワイド:的中[23.38%] 回収[105.12%]
馬単:的中[5.69%] 回収[91.54%]
三連複:的中[5.23%] 回収[84.34%]
三連単:的中[1.54%] 回収[129.85%]
予想[650] 的中[361] (55.54%)
購入[¥511,900] 払戻[¥502,910 (98.24%)]
--ダート--
単勝:的中[26.02%] 回収[80.98%]
複勝:的中[55.35%] 回収[84.93%]
枠連:的中[12.77%] 回収[71.35%]
馬連:的中[8.72%] 回収[62.59%]
ワイド:的中[21.53%] 回収[75.97%]
馬単:的中[5.28%] 回収[63.26%]
三連複:的中[5.15%] 回収[73.90%]
三連単:的中[0.92%] 回収[33.70%]
予想[757] 的中[430] (56.80%)
購入[¥602,700] 払戻[¥411,760 (68.32%)]
--障害--
単勝:的中[26.32%] 回収[74.04%]
複勝:的中[64.91%] 回収[86.49%]
枠連:的中[9.62%] 回収[80.96%]
馬連:的中[7.02%] 回収[67.89%]
ワイド:的中[31.58%] 回収[111.23%]
馬単:的中[7.02%] 回収[107.89%]
三連複:的中[10.53%] 回収[145.96%]
三連単:的中[3.51%] 回収[301.58%]
予想[57] 的中[37] (64.91%)
購入[¥45,100] 払戻[¥55,230 (122.46%)]
==多点買い==
単勝:的中[52.46%] 回収[79.52%]
複勝:的中[87.57%] 回収[83.45%]
枠連:的中[28.54%] 回収[75.76%]
馬連:的中[21.45%] 回収[69.74%]
ワイド:的中[43.99%] 回収[80.90%]
馬単:的中[21.45%] 回収[67.69%]
三連複:的中[15.85%] 回収[88.23%]
三連単:的中[15.85%] 回収[84.15%]
予想[1,464] 的中[1,287] (87.91%)
購入[¥7,114,900] 払戻[¥5,733,600 (80.59%)]
最低限な学習はさせたつもりです。も少しじっくり行えば更に良い物が出来るかもですが、そこはユーザー様に譲ります。
2024年5月17日金曜日
検証:2024.1.1~2024.4.30
現行バージョン(Version 1.2.0)で使われる学習モデルの現状です。これまで同様の各券種1点では
- ShinbaTime.mlnet
単勝:的中[15.56%] 回収[182.00%]
複勝:的中[42.22%] 回収[97.33%]
枠連:的中[6.67%] 回収[33.78%]
馬連:的中[6.67%] 回収[37.33%]
ワイド:的中[15.56%] 回収[202.22%]
馬単:的中[4.44%] 回収[42.67%]
三連複:的中[4.44%] 回収[315.33%]
三連単:的中[4.44%] 回収[1,032.89%]
予想[45] 的中[19] (42.22%)
購入[¥36,000] 払戻[¥87,460 (242.94%)] - SouhaTime.mlnet
単勝:的中[27.45%] 回収[85.99%]
複勝:的中[59.39%] 回収[89.23%]
枠連:的中[16.45%] 回収[96.25%]
馬連:的中[12.03%] 回収[88.73%]
ワイド:的中[24.85%] 回収[84.92%]
馬単:的中[7.79%] 回収[104.35%]
三連複:的中[7.27%] 回収[98.63%]
三連単:的中[1.90%] 回収[91.31%]
予想[1,155] 的中[700] (60.61%)
購入[¥914,300] 払戻[¥844,680 (92.39%)] - RaceJuniFull.mlnet
単勝:的中[29.08%] 回収[148.93%]
複勝:的中[61.75%] 回収[127.37%]
枠連:的中[20.22%] 回収[185.12%]
馬連:的中[15.83%] 回収[242.66%]
ワイド:的中[31.33%] 回収[218.93%]
馬単:的中[9.00%] 回収[289.50%]
三連複:的中[11.08%] 回収[315.24%]
三連単:的中[3.00%] 回収[376.60%]
予想[1,200] 的中[757] (63.08%)
購入[¥950,300] 払戻[¥2,267,270 (238.58%)]
多点買いでは
- ShinbaTime.mlnet
単勝:的中[31.11%] 回収[80.30%]
複勝:的中[71.11%] 回収[88.74%]
枠連:的中[13.33%] 回収[34.33%]
馬連:的中[11.11%] 回収[45.78%]
ワイド:的中[26.67%] 回収[147.93%]
馬単:的中[11.11%] 回収[40.04%]
三連複:的中[6.67%] 回収[122.44%]
三連単:的中[6.67%] 回収[99.91%]
予想[45] 的中[32] (71.11%)
購入[¥219,700] 払戻[¥194,080 (88.34%)] - SouhaTime.mlnet
単勝:的中[53.77%] 回収[79.14%]
複勝:的中[87.97%] 回収[82.40%]
枠連:的中[30.81%] 回収[80.40%]
馬連:的中[24.50%] 回収[78.26%]
ワイド:的中[45.37%] 回収[82.92%]
馬単:的中[24.50%] 回収[76.82%]
三連複:的中[16.28%] 回収[81.98%]
三連単:的中[16.28%] 回収[83.68%]
予想[1,155] 的中[1,017] (88.05%)
購入[¥5,611,000] 払戻[¥4,588,530 (81.78%)] - RaceJuniFull.mlnet
単勝:的中[61.92%] 回収[134.30%]
複勝:的中[92.33%] 回収[116.49%]
枠連:的中[36.90%] 回収[141.22%]
馬連:的中[31.75%] 回収[187.86%]
ワイド:的中[53.08%] 回収[180.29%]
馬単:的中[31.75%] 回収[184.67%]
三連複:的中[25.33%] 回収[272.21%]
三連単:的中[25.33%] 回収[286.24%]
予想[1,200] 的中[1,109] (92.42%)
購入[¥5,829,300] 払戻[¥13,544,940 (232.36%)]
コース別ではってか、新馬戦にも芝とダートがあるの忘れてコース別作らなかったので今後入れる方向で
- SouhaTime.mlnet
--芝--
単勝:的中[24.51%] 回収[84.61%]
複勝:的中[57.25%] 回収[90.00%]
枠連:的中[16.44%] 回収[113.65%]
馬連:的中[11.96%] 回収[92.20%]
ワイド:的中[23.92%] 回収[78.02%]
馬単:的中[8.04%] 回収[109.84%]
三連複:的中[6.86%] 回収[71.61%]
三連単:的中[1.76%] 回収[51.22%]
予想[510] 的中[301] (59.02%)
購入[¥401,400] 払戻[¥344,980 (85.94%)]
--ダート--
単勝:的中[28.71%] 回収[86.18%]
複勝:的中[59.77%] 回収[87.45%]
枠連:的中[16.64%] 回収[82.98%]
馬連:的中[12.02%] 回収[85.59%]
ワイド:的中[24.87%] 回収[90.13%]
馬単:的中[7.35%] 回収[97.31%]
三連複:的中[7.51%] 回収[123.91%]
三連単:的中[2.17%] 回収[132.45%]
予想[599] 的中[363] (60.60%)
購入[¥476,400] 払戻[¥468,490 (98.34%)]
--障害--
単勝:的中[43.48%] 回収[98.91%]
複勝:的中[78.26%] 回収[103.91%]
枠連:的中[13.95%] 回収[92.79%]
馬連:的中[13.04%] 回収[91.09%]
ワイド:的中[34.78%] 回収[93.48%]
馬単:的中[10.87%] 回収[135.22%]
三連複:的中[8.70%] 回収[69.13%]
三連単:的中[0.00%] 回収[0.00%]
予想[46] 的中[36] (78.26%)
購入[¥36,500] 払戻[¥31,210 (85.51%)] - RaceJuniFull.mlnet
--芝--
単勝:的中[28.22%] 回収[167.95%]
複勝:的中[57.20%] 回収[125.76%]
枠連:的中[18.18%] 回収[173.81%]
馬連:的中[14.20%] 回収[221.99%]
ワイド:的中[29.55%] 回収[207.22%]
馬単:的中[8.52%] 回収[278.05%]
三連複:的中[9.47%] 回収[230.34%]
三連単:的中[2.46%] 回収[339.62%]
予想[528] 的中[313] (59.28%)
購入[¥415,800] 払戻[¥909,750 (218.80%)]
--ダート--
単勝:的中[30.67%] 回収[137.41%]
複勝:的中[66.29%] 回収[131.63%]
枠連:的中[22.74%] 回収[180.87%]
馬連:的中[17.73%] 回収[233.82%]
ワイド:的中[34.19%] 回収[226.82%]
馬単:的中[9.74%] 回収[315.91%]
三連複:的中[13.10%] 回収[406.90%]
三連単:的中[3.51%] 回収[425.85%]
予想[626] 的中[420] (67.09%)
購入[¥498,000] 払戻[¥1,284,000 (257.83%)]
--障害--
単勝:的中[17.39%] 回収[87.39%]
複勝:的中[52.17%] 回収[87.83%]
枠連:的中[6.98%] 回収[365.81%]
馬連:的中[8.70%] 回収[600.22%]
ワイド:的中[13.04%] 回収[246.09%]
馬単:的中[4.35%] 回収[61.52%]
三連複:的中[2.17%] 回収[42.39%]
三連単:的中[2.17%] 回収[130.87%]
予想[46] 的中[24] (52.17%)
購入[¥36,500] 払戻[¥73,520 (201.42%)]
これ、順位学習フルモデルの成績が異常な感じなのでバグがまだ潜んでいるかもなのでコード眺めて何かやらかしてるか確認します。ご利用には注意して下さい<(_ _)>
追記 2024.5.17 23:35
順位学習フルモデルの検証結果の原因なんですが、バグって事ではなく使ったモデルに問題がありそうです。機械学習で学習に使う期間、今回は1990.1.1~2023.12.31としてたんですが、手元には色々な学習モデルがあります。常により良い結果を求めて試してるんですが、学習用データ1990.1.1~2024.3.31ってのもあり、それで出来た学習モデルも存在してるんですが、機械学習の鉄則的な事で、学習用データ期間で検証すると異常なくらい的中するものになるんです。つまり、1990.1.1~2024.3.31を使った学習モデルで2024.1.1~2024.3.31という感じの期間を検証するとって話です。
今回のリリースで提供している学習データは「よくある質問」でも書いてる1990.1.1~2023.12.31を学習させたモデルの筈なんですが、手違いで1990.1.1~2024.3.31を学習させたモデルになってる感じです。更に、本来提供予定だったモデルが既に削除された感じなので戻ません。
まあ、学習データ準備して学習やり直せばモデル自体は作成可能ではあるんですが、順位学習フルモデルはModel Builderで1回1時間が基本なんですが、提供しようとしたモデルは24時間学習を数回行った中での最適を選択してたので、そこに辿り着くにはかなりの労力と時間が掛かってしまいます。今更って感じになりますので、このまま1990.1.1~2024.3.31を学習させたモデルを同胞させて頂きます<(_ _)>
2024年4月21日日曜日
検証: 2024.1.1~2024.3.31
現行バージョン(version 1.0.0)のインストール時に使われる学習モデルの現状です。
- ShinbaTime.mlnet
単勝:的中[15.56%] 回収[182.00%]
複勝:的中[42.22%] 回収[97.33%]
枠連:的中[6.67%] 回収[33.78%]
馬連:的中[6.67%] 回収[37.33%]
ワイド:的中[15.56%] 回収[202.22%]
馬単:的中[4.44%] 回収[42.67%]
三連複:的中[4.44%] 回収[315.33%]
三連単:的中[4.44%] 回収[1,032.89%]
予想[45] 的中[19] (42.22%)
購入[¥36,000] 払戻[¥87,460 (242.94%)] - SouhaTime.mlnet
単勝:的中[28.37%] 回収[89.69%]
複勝:的中[59.17%] 回収[89.32%]
枠連:的中[16.16%] 回収[95.77%]
馬連:的中[11.65%] 回収[82.92%]
ワイド:的中[23.88%] 回収[80.57%]
馬単:的中[7.50%] 回収[98.72%]
三連複:的中[6.46%] 回収[90.52%]
三連単:的中[1.38%] 回収[79.73%]
予想[867] 的中[522] (60.21%)
購入[¥686,100] 払戻[¥605,990 (88.32%)] - RaceJuniFull.mlnet
単勝:的中[22.48%] 回収[93.16%]
複勝:的中[50.00%] 回収[89.21%]
枠連:的中[11.95%] 回収[88.52%]
馬連:的中[7.79%] 回収[73.85%]
ワイド:的中[19.30%] 回収[85.32%]
馬単:的中[4.71%] 回収[92.66%]
三連複:的中[4.28%] 回収[109.58%]
三連単:的中[0.77%] 回収[92.58%]
予想[912] 的中[471] (51.64%)
購入[¥722,100] 払戻[¥654,450 (90.63%)]
今後を保障するものではありません。
2026.8.22~2026.8.23
ShinbaTimeCK.mlnet 8R 1点 芝(7R) ダート(1R) 8頭以下(2R) 9~12頭(4R) 13頭以上(2R) 多点 ...
-
LightGBM外部プロセスがデバック環境とリリース環境の差異でエラーになったりする問題修正と新馬戦検証結果の多点買い枠連表示のバグを修正しました。 学習データCSV出力は新馬戦CKと通常用CKは今回のLightGBM外部プロセスからではなく今までのAutoML外部プロセスからと...
-
久しぶりのバージョンアップです。ML.NETの最新プレビュー版採用して利用されるLightGBMがVersion 4.6.0になったので、外部プロセスのLightGBMを廃止。予想ファクターの過去走部分に追加をしてますので、以前のバージョンの学習モデルは使えません。今回提供して...