Question
You are to build a model to predict whether a cowboy/cowgirl in western movies is good or bad (target variable or dependent variable). Your decision
You are to build a model to predict whether a cowboy/cowgirl in western movies is good or bad (target variable or dependent variable). Your decision is based on three easily observable features (independent variables), namely Left or Right-Handed, Hat Color, and Age Range.
Finish the following tasks by using the following table. Besides the final answers, also show the process of the calculation.
- Calculate the Information Gains for each one of the three features (independent variables).
Name | Left or Right-Handed | Hat Color | Age Range | Good or Bad |
James | Right | White | 20s | Good |
Jack | Right | Black | 30s | Bad |
Jeff | Left | Black | 20s | Bad |
Jason | Left | Black | 20s | Good |
Jane | Left | White | 40s | Good |
Jeremy | Right | Black | 40s | Bad |
Joe | Right | White | 30s | Good |
Jenny | Left | White | 30s | Good |
Joyce | Left | Black | 40s | Bad |
Jake | Right | White | 40s | Good |
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