RMStaff

# 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.