sta 414 2104 statistical methods for machine learning and data mining radford m neal university of toronto 2014 week 1 what are machine learning and data mining typical machine learning ...
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...Sta statistical methods for machine learning and data mining radford m neal university of toronto week what are typical problems document search given counts words in a determine its topic is group documents by without pre specied list topics many available on the web cancer diagnosis expression levels genes classify type tumor discover categories tumors having dierent characteristics measured usually only few patients marketing age income etc predict how much each customer spends spending behaviours customers related fair amount but messy eg missing values may have very large number millions supervised ml literature problem has these weare primarily interested prediction predicting one thing possible we want to some training cases which value known called target or response variable classication class an item whether will purchase product regression numerical quantity blood pressure patient melting point alloy help us make our predictions various inputs also predictors covariates gene...