[機械å¦ç¿’] A few useful things to know about machine learning - tsubosakaã®æ—¥è¨˜ã‚¿ã‚¤ãƒˆãƒ«ã®è«–æ–‡ã¯Communication of the ACM, 2012ã®ãƒ¬ãƒ“ュー記事 ドラフトãƒãƒ¼ã‚¸ãƒ§ãƒ³ã¯ä¸‹ã®ãƒªãƒ³ã‚¯ã‹ã‚‰èªã‚る。 http://homes.cs.washington.edu/~pedrod/papers/cacm12.pdf 割ã¨é¢ç™½ã‹ã£ãŸã®ã§ã„ãã¤ã‹å†…容を紹介 æ¦‚è¦ æ©Ÿæ¢°å¦ç¿’システムã¯ãƒ‡ãƒ¼ã‚¿ã‹ã‚‰è‡ªå‹•ã§ã‚¿ã‚¹ã‚¯(スパムフィルタã€ãƒ¬ã‚³ãƒ¡ãƒ³ãƒ‰ãªã©)ã‚’ã©ã†ã‚„ã£ã¦å®Ÿè¡Œã™ã‚‹ã‹ã‚’見出ã™ã“ã¨ãŒã§ãã¾ã™ã€‚ ã—ã‹ã—ãªãŒã‚‰æ©Ÿæ¢°å¦ç¿’システムをæˆåŠŸã•ã›ã‚‹ã«ã¯æ•™ç§‘書をèªã‚“ã ã ã‘ã§ã¯ãªã‹ãªã‹è¦‹ã¤ã‘ã¥ã‚‰ã„ãŠç´„æŸäº‹ã¨ã‹ãŒã‚ã£ã¦ã€æ€ã†ã‚ˆã†ã«ã¯è¡Œã‹ãªã„ã“ã¨ãŒå¤šã„。 本文献ã§ã¯æ©Ÿæ¢°å¦ç¿’ã®ç ”究者ãŠã‚ˆã³å®Ÿå‹™ã«æºã‚る人間ãŒçŸ¥ã£ã¦ãŠãã¹ãã§ã‚る事柄を12個ã«è¦ç´„ã—ã¦ã„ã¾ã™ã€‚ 一般化ãŒé‡è¦ 機械å¦ç¿’ã®ã‚´ãƒ¼ãƒ«ã¯è¨“練データã«ã¯ãªã„データã«å¯¾ã—ã¦ã‚‚一般化ã—ã¦æŽ¨å®šãŒã§ãã‚‹ã¨ã„ã†ç‚¹ã«ãªã‚Šã¾ã™ã€‚å˜ã«è¨“練データã®ã¿åˆ†é¡žã§ãã‚Œã°ã‚ˆ
![[機械å¦ç¿’] A few useful things to know about machine learning - tsubosakaã®æ—¥è¨˜](https://cdn-ak-scissors.b.st-hatena.com/image/square/16430eca990fc2cf00bd89af3ac4ebbcd2c20217/height=288;version=1;width=512/https%3A%2F%2Fogimage.blog.st-hatena.com%2F17680117127124028144%2F17680117127124028310%2F1557332411)
{{#tags}}- {{label}}
{{/tags}}