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Datarobot 鋼板の欠陥予測 やってみた

Last updated at Posted at 2020-07-18

##Datarobot 鋼板の欠陥予測
UCI Steel Plates Faults Data Set
Download: Data Folder, Data Set Description

日本における中小企業でも利用できるよう勉強してみました
手探りですが、利用できるようにデータを分析し、予測アルゴリズム作りたいと思います
データについて
鋼板不良品.JPG
鋼板不良品2.JPG
鋼板不良品3.JPG
データの相関性
鋼板不良品4.JPG
関連性
鋼板不良品5.JPG
リフトチャート
鋼板不良品6.JPG
鋼板不良品7.JPG
鋼板不良品8.JPG
鋼板不良品9.JPG
特徴量インパクト
鋼板不良品10.JPG
分析の流れ
鋼板不良品11.JPG

予測しました

鋼板不良品12.JPG

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