5 Answer the following questions based upon the training examples shown in table below for a binary classification problem. a) Calculate the best split according to the information gain. b) Calculate...


5<br>Answer the following questions based upon the training examples shown in table<br>below for a binary classification problem.<br>a) Calculate the best split according to the information gain.<br>b) Calculate the best split according to the Gini index.<br>Wind<br>Played football(yes/no)<br>Humidity<br>High<br>Temperature<br>Hot<br>Weak<br>No<br>Hot<br>High<br>Strong<br>No<br>Hot<br>High<br>Weak<br>Yes<br>Mild<br>High<br>Weak<br>Yes<br>Cool<br>Normal<br>Weak<br>Yes<br>Cool<br>Normal<br>Strong<br>No<br>Cool<br>Normal<br>Strong<br>Yes<br>Mild<br>High<br>Weak<br>No<br>Cool<br>Normal<br>Weak<br>Yes<br>Mild<br>Normal<br>Weak<br>Yes<br>Mild<br>Normal<br>Strong<br>Yes<br>Mild<br>High<br>Strong<br>Yes<br>Hot<br>Normal<br>Weak<br>Yes<br>Mild<br>High<br>Strong<br>No<br>

Extracted text: 5 Answer the following questions based upon the training examples shown in table below for a binary classification problem. a) Calculate the best split according to the information gain. b) Calculate the best split according to the Gini index. Wind Played football(yes/no) Humidity High Temperature Hot Weak No Hot High Strong No Hot High Weak Yes Mild High Weak Yes Cool Normal Weak Yes Cool Normal Strong No Cool Normal Strong Yes Mild High Weak No Cool Normal Weak Yes Mild Normal Weak Yes Mild Normal Strong Yes Mild High Strong Yes Hot Normal Weak Yes Mild High Strong No

Jun 03, 2022
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