機械å¦ç¿’ã§ä½¿ã†æŒ‡æ¨™ç·ã¾ã¨ã‚(教師ã‚ã‚Šå¦ç¿’ç·¨) - プãƒã‚¯ãƒ©ã‚·ã‚¹ãƒˆã“ã‚“ã«ã¡ã¯ã€ã»ã‘ãよã§ã™ï¼ 機械å¦ç¿’ã®åŸºæœ¬ã¯æ•™å¸«ã‚ã‚Šå¦ç¿’ã§ã™ã€‚ ã§ã‚‚ã€å®Ÿéš›ã®ç¾å ´ã§ã¯ã„ã‚ã„ã‚指標ãŒå‡ºã¦ãã¦ã€Œ?〠ã£ã¦ãªã‚‹ã®ã§ã€ä¸€å›žæœ¬æ°—ã§ã¾ã¨ã‚ã¦ã¿ã‚‹ã“ã¨ã«ã—ã¦ã¿ã¾ã—ãŸï¼ 教師ã‚ã‚Šå¦ç¿’ã®åˆ†é¡ž 二値分類 用語一覧表 図解 事例 事例1:果物ã®åˆ†é¡ž 事例2:ガンã‹ã©ã†ã‹ã®æ¤œæŸ» ROC曲線ã®æ„味åˆã„ 指標ã¾ã¨ã‚ 多クラス分類 precision, recall, F-measure accuracy logarithm loss 出力ãŒæ•°å€¤(回帰) 用語一覧 二乗誤差(MSE, RMSE)ã¨çµ¶å¯¾èª¤å·®(MAE)ã®ä½¿ã„分㑠AICã¨BIC, wAICã®ä½¿ã„分㑠時系列å•é¡Œ å‚考ã«ãªã‚Šãã†ãªã‚µã‚¤ãƒˆ 教師ã‚ã‚Šå¦ç¿’ã®åˆ†é¡ž 今回ã¯æ£è§£ã¯ã‚«ãƒ†ã‚´ãƒªã‹æ„味をæŒã¤æ•°å—ã‹ã§å ´åˆåˆ†ã‘ã‚’ã—ã¦ã¿ãŸã€‚ 全体ã®æŒ‡æ¨™ã®ã‚µãƒžãƒªãƒ¼ã¯ã“ã‚“ãªæ„Ÿã˜(ã ã¨æ€ã£ã¦ã„る。) ※他ã«ã‚‚大事ãªæŒ‡æ¨™ãŒã‚るよ&ã“ã‚Œã¯é–“é•ã£ã¦ã„ã‚‹ã®ã§ã¯ï¼Ÿï¼Ÿ ã¨ã„ã†ã‚³ãƒ¡ãƒ³
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