{"product_id":"data-mining-approach-for-classifying-gene-expression-data-of-cancer-von-vibhav-prakash-singh","title":"Data Mining Approach for Classifying Gene Expression Data of Cancer","description":"\u003cp\u003eMicroarray data has been widely applied to cancer classification, where the purpose is to classify and predict the category of a sample by its gene expression profile. DNA microarray is a gene chip which consists of expression levels for a huge number of genes on a relatively small number of samples. Out of this huge number of genes, only a small number are contributing to accurate cancer classification. So the challenging task is to identify a small subset of informative genes which have maximum amount of information about class and it also minimizes the classification errors. Recently, data mining has become a a great tool for the process of extracting the hidden and useful information from huge noisy data sets.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783659391446\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Softcover - 9783659391446","offer_id":39448685477981,"sku":"9783659391446","price":39.9,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/f79a3153-00b5-49f9-94b1-5f9d9ca92289.jpg?v=1773470027","url":"https:\/\/shop.autorenwelt.de\/en\/products\/data-mining-approach-for-classifying-gene-expression-data-of-cancer-von-vibhav-prakash-singh","provider":"Autorenwelt Shop","version":"1.0","type":"link"}