RapidMiner

RapidMiner

Average Weights using several Techniques

Average Weights using several Techniques

[ Edited ]

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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