Machine Learning with R
WrittenasatutorialtoexploreandunderstandthepowerofRformachinelearning.Thispracticalguidethatcoversalloftheneedtoknowtopicsinaverysystematicway.Foreachmachinelearningapproach,eachstepintheprocessisdetailed,frompreparingthedataforanalysistoevaluatingtheresults.Thesestepswillbuildtheknowledgeyouneedtoapplythemtoyourowndatasciencetasks.IntendedforthosewhowanttolearnhowtouseR'smachinelearningcapabilitiesandgaininsightfromyourdata.Perhapsyoualreadyknowabitaboutmachinelearning,buthaveneverusedR;orperhapsyouknowalittleRbutarenewtomachinelearning.Ineithercase,thisbookwillgetyouupandrunningquickly.Itwouldbehelpfultohaveabitoffamiliaritywithbasicprogrammingconcepts,butnopriorexperienceisrequired.
·9.8萬字