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Feature Selection for Classification: A Review(二)
時間 2020-12-24
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機器學習
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1.前言 本文主要討論對flat 特徵的特徵選擇方法,flat feature 即特徵被假設爲都是獨立的特徵,主要從三個模型——filter模型,wrapper模型和embeded模型下手進行討論。 2.filte model 得益於flat特徵的特性,filter模型不使用任何分類算法來評價特徵,典型的的filter算法分爲兩步,第一步,將特徵根據某一種特定的標準進行排序,特徵可以是單變量的也可
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