突破口が見つからない😖 Copilotにいっぱい質問ぶつけて色々試してますがかなり苦労してます。まあ、問題点も多いのもなんですが、やはりサンプル的なものがネット上に少なくてCopilotが役にたってない感じなのと、今回の場合は外部プロセスってのは、まあ、ここまでと変わらないんですが、Keras.NETは外部のPythonを利用するのでこれとの連携でエラーが出て困ってます。
更にこれまでCSVHelperも使ってましたが、レコードのクラスに子クラスや孫クラスがある場合でもうまく動くって話なんですが、これも微妙でってか、まあ、自分が分かってないだけなんだとも思いますが、ちょっと切り離して問題解決を1つ1つしていかないと進まない。
気晴らしではないけど、やらなきゃとは思ってたんですが後回しにしてたのがLightGBMの昨年後半(2024.10.1～2024.12.31)の検証です。
- ShinbaTimeCK.lgbm
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 27.12%
(91.61%)25.71%
(92.43%)29.17%
(90.42%)0.00%
(0.00%)27.59%
(71.03%)27.59%
(100.57%)59.32%
(96.33%)複勝 49.15%
(91.61%)51.43%
(106.00%)45.83%
(70.63%)0.00%
(0.00%)65.52%
(120.00%)44.83%
(84.25%)83.90%
(84.12%)枠連 9.01%
(71.26%)10.61%
(99.24%)6.67%
(30.22%)--
(--)10.34%
(32.41%)8.05%
(80.11%)25.23%
(107.39%)馬連 5.08%
(73.81%)5.71%
(114.14%)4.17%
(15.00%)0.00%
(0.00%)10.34%
(36.21%)3.45%
(88.05%)19.49%
(209.07%)ワイド 12.71%
(57.80%)12.86%
(76.29%)12.50%
(30.83%)50.00%
(65.00%)27.59%
(107.24%)6.90%
(41.15%)33.90%
(90.03%)馬単 1.69%
(50.34%)1.43%
(76.14%)2.08%
(12.71%)0.00%
(0.00%)3.45%
(21.03%)1.15%
(61.26%)19.49%
(225.76%)三連複 3.39%
(70.17%)2.86%
(109.29%)4.17%
(13.13%)50.00%
(170.00%)6.90%
(39.31%)1.15%
(78.16%)10.17%
(55.15%)三連単 0.85%
(343.47%)1.43%
(579.00%)0.00%
(0.00%)0.00%
(0.00%)0.00%
(0.00%)1.15%
(465.86%)10.17%
(39.64%)総合 50.00%
(106.52%)51.43%
(156.98%)47.92%
(32.89%)50.00%
(33.57%)65.52%
(53.41%)44.83%
(124.93%)84.75%
(87.36%) - SouhaTimeCK.lgbm
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 24.83%
(83.34%)24.38%
(77.56%)24.05%
(80.86%)38.71%
(172.58%)36.67%
(104.83%)31.49%
(78.07%)20.83%
(82.65%)52.70%
(83.96%)複勝 53.54%
(86.03%)51.88%
(84.81%)54.86%
(87.03%)54.84%
(86.77%)63.33%
(81.83%)66.30%
(90.77%)47.50%
(84.77%)86.27%
(81.49%)枠連 13.41%
(79.10%)12.31%
(89.07%)14.70%
(75.04%)5.26%
(12.63%)--
(--)17.13%
(96.13%)11.25%
(68.23%)27.60%
(75.04%)馬連 9.02%
(67.66%)8.44%
(66.53%)9.73%
(72.57%)6.45%
(20.65%)13.33%
(47.17%)12.71%
(90.77%)7.08%
(61.50%)20.94%
(62.94%)ワイド 21.22%
(125.20%)20.94%
(164.31%)21.89%
(96.00%)16.13%
(70.00%)40.00%
(81.83%)27.62%
(86.19%)16.46%
(145.33%)41.33%
(87.63%)馬単 4.58%
(62.98%)4.69%
(59.16%)4.32%
(69.00%)6.45%
(30.65%)8.33%
(53.00%)4.97%
(53.92%)3.96%
(67.65%)20.94%
(61.75%)三連複 5.55%
(59.63%)5.94%
(55.63%)4.32%
(50.65%)16.13%
(208.06%)18.33%
(107.50%)9.94%
(97.62%)2.29%
(39.31%)13.87%
(56.57%)三連単 0.83%
(15.02%)0.63%
(10.13%)0.54%
(12.30%)6.45%
(98.06%)1.67%
(14.33%)1.10%
(18.40%)0.63%
(13.83%)13.87%
(61.77%)総合 55.20%
(72.27%)52.81%
(75.63%)57.30%
(67.88%)54.84%
(91.23%)68.33%
(70.07%)66.30%
(76.48%)49.38%
(70.41%)86.27%
(66.29%) - RaceJuniFullCK.lgbm
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%
(88.86%)23.85%
(102.15%)22.49%
(74.00%)32.26%
(121.94%)29.03%
(86.77%)31.43%
(81.10%)19.93%
(91.96%)52.92%
(88.66%)複勝 50.18%
(84.09%)50.26%
(91.41%)50.48%
(78.64%)45.16%
(65.48%)56.45%
(71.29%)63.81%
(88.90%)44.44%
(83.70%)85.94%
(81.34%)枠連 12.08%
(75.85%)9.58%
(66.59%)14.54%
(86.81%)5.26%
(12.63%)--
(--)15.71%
(89.05%)10.05%
(66.68%)26.31%
(85.97%)馬連 8.10%
(58.74%)6.92%
(59.38%)9.33%
(60.96%)6.45%
(20.65%)12.90%
(44.19%)11.90%
(85.81%)6.17%
(50.30%)19.90%
(87.64%)ワイド 19.55%
(103.34%)17.69%
(113.77%)21.29%
(94.69%)19.35%
(88.71%)37.10%
(84.03%)28.10%
(87.43%)14.46%
(111.34%)38.38%
(86.62%)馬単 4.05%
(59.55%)3.59%
(61.00%)4.31%
(60.33%)6.45%
(30.65%)6.45%
(41.29%)5.24%
(69.81%)3.35%
(57.74%)19.90%
(89.18%)三連複 5.72%
(76.28%)5.64%
(65.33%)5.02%
(76.72%)16.13%
(208.06%)20.97%
(151.77%)9.05%
(82.38%)2.82%
(65.77%)13.23%
(55.83%)三連単 1.07%
(77.34%)0.77%
(37.56%)0.96%
(112.92%)6.45%
(98.06%)3.23%
(23.55%)1.90%
(223.38%)0.53%
(29.14%)13.23%
(52.66%)総合 51.37%
(78.04%)50.77%
(74.80%)52.39%
(80.58%)45.16%
(84.24%)61.29%
(71.84%)63.81%
(100.98%)45.68%
(69.58%)86.17%
(67.42%)
さらだ標準のはサラダ側のブログに上げてますが、気のせいかこちらの方が少し悪い感じがしますね😓 まあ、満足いかないから今苦労して打開策に取り組んでるんですけどね。
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