Download Data Preparation for Data Mining Using SAS (The Morgan by Mamdouh Refaat PDF

By Mamdouh Refaat

Are you a knowledge mining analyst, who spends as much as eighty% of it slow assuring information caliber, then getting ready that information for constructing and deploying predictive versions? And do you discover plenty of literature on info mining thought and ideas, but if it involves useful suggestion on constructing strong mining perspectives locate little “how to” info? And are you, like so much analysts, getting ready the knowledge in SAS?

This publication is meant to fill this hole as your resource of sensible recipes. It introduces a framework for the method of knowledge education for facts mining, and provides the distinctive implementation of every step in SAS. additionally, enterprise functions of knowledge mining modeling require you to accommodate various variables, ordinarily thousands if now not hundreds of thousands. accordingly, the booklet devotes numerous chapters to the equipment of knowledge transformation and variable selection.

  • A whole framework for the information practise strategy, together with implementation info for every step.
  • The whole SAS implementation code, that is effortlessly usable by way of specialist analysts and information miners.
  • A distinct and complete technique for the remedy of lacking values, optimum binning, and cardinality reduction.
  • Assumes minimum talent in SAS and encompasses a quick-start bankruptcy on writing SAS macros.

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