For the below data table, calculate the Entropy and Information Gain to determine which of X,...
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For the below data table, calculate the Entropy and Information Gain to determine which of X, Y and Z would be the best choice of Root node. Expectations: 1. Determine overall Entropy for the dataset 2. Determine Information Gain for X, Y and Z 3. Provide your feedback as to which of X, Y and Z is the correct choice to be the Root Node. X 1 1 1 Y 1 1 0 0 Z 1 0 1 0 Category A A B B For the below data table, calculate the Entropy and Information Gain to determine which of X, Y and Z would be the best choice of Root node. Expectations: 1. Determine overall Entropy for the dataset 2. Determine Information Gain for X, Y and Z 3. Provide your feedback as to which of X, Y and Z is the correct choice to be the Root Node. X 1 1 1 Y 1 1 0 0 Z 1 0 1 0 Category A A B B
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To calculate the entropy for the dataset we need to first determine the number of instan... View the full answer
Related Book For
An Introduction To Statistical Methods And Data Analysis
ISBN: 9781305465527
7th Edition
Authors: R. Lyman Ott, Micheal T. Longnecker
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