Average Weights using several Techniques

bhupendra_patilbhupendra_patil Administrator, Employee, Member Posts: 168 RM Data Scientist
edited November 2018 in Knowledge Base

This Building Block takes an exampleset as input and calculates Weights using 4 different techniques 

Information Gain, Information Gain Ratio, Gini Index and Correlation.

It then it averages the weights calculated by each of these methods and provides a normalized score 

between 0 and 1


Input 1: Data Set with a Lable column

Output : Example set with Weights.


Can be easily adopted to add other weighing techniques


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    chris92chris92 Member Posts: 6 Contributor I



    I am interested to know if this process has any scientific validation or if this is an arbitrary method? Has this process been created by yourself or is it from another source?




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