{"product_id":"feature-usability-index-von-debdoot-sheet-ajoy-kumar-ray-und-jyotirmoy-chatterjee","title":"Feature Usability Index","description":"\u003cp\u003eFeature selection as an area of interest within  pattern recognition, deals with selection of a  subset  of attributes used in construction of a model  describing observations. The purpose of this stage  includes reducing data dimensionality by removing  irrelevant and redundant features, reducing the  amount of learning data, improving predictive  accuracy and comprehensibility of a classification  hypothesis. This book introduces Feature Usability  Index (FUI) as a measure for evaluating  classification efficacy of features and its  application in feature selection. Experimental  applications presents optimal feature subset  selection through ordering based on FUI, use of FUI  for ranking and selection of feature extraction  techniques for a specific linguistic feature, and  Color Usability Index as a measure for predicting  performance of image segmentation algorithms.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783844303339\"\u003e\u003ch3\u003eA Simple Approach to Feature Selection\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9783844303339","offer_id":39470091534429,"sku":"9783844303339","price":49.0,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/da2b6885-ecc0-4f90-9f72-a1427b2d38a7.jpg?v=1773381786","url":"https:\/\/shop.autorenwelt.de\/products\/feature-usability-index-von-debdoot-sheet-ajoy-kumar-ray-und-jyotirmoy-chatterjee","provider":"Autorenwelt Shop","version":"1.0","type":"link"}