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

By Mamdouh Refaat

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

This booklet is meant to fill this hole as your resource of sensible recipes. It introduces a framework for the method of information instruction for info mining, and offers the designated implementation of every step in SAS. furthermore, enterprise purposes of knowledge mining modeling require you to house a number of variables, ordinarily thousands if now not millions. accordingly, the publication devotes numerous chapters to the equipment of information transformation and variable selection.

  • A whole framework for the knowledge education method, together with implementation information for every step.
  • The whole SAS implementation code, that's effortlessly usable by means of expert analysts and knowledge miners.
  • A detailed and accomplished method for the remedy of lacking values, optimum binning, and cardinality reduction.
  • Assumes minimum talent in SAS and features a quick-start bankruptcy on writing SAS macros.

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