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You are a robot and want to predict the weight of the anteaters based on their skin type, body size and tongue size. You chose to learn a Decision Tree classifier. You are given the following examples Example 1 2 3 4 5 6 7 8 Body Size BIG BIG BIG SMALL BIG SMALL SMALL SMALL Tongue length SHORT LONG SHORT LONG LONG SHORT LONG SHORT Skin type HARD HARD HARD SOFT SOFT HARD HARD HARD Which attribute would information gain choose as the root of the tree? Skin type What is the closest information gain for this attribute? [Select] Weight (lb) 18 16 19 15 12 10 13 14

You are a robot and want to predict the weight of the anteaters based on their skin type, body size and tongue size. You chose to learn a Decision Tree classifier. You are given the following examples Example 1 2 3 4 5 6 7 8 Body Size BIG BIG BIG SMALL BIG SMALL SMALL SMALL Tongue length SHORT LONG SHORT LONG LONG SHORT LONG SHORT Skin type HARD HARD HARD SOFT SOFT HARD HARD HARD Which attribute would information gain choose as the root of the tree? Skin type What is the closest information gain for this attribute? [Select] Weight (lb) 18 16 19 15 12 10 13 14

Database System Concepts
Database System Concepts
7th Edition
ISBN:9780078022159
Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Chapter1: Introduction
Section: Chapter Questions
Problem 1PE
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You are a robot and want to predict the weight of the anteaters based on their skin type, body size and tongue size. You chose to learn a Decision Tree classifier. You are given the following examples. Example 1 2 3 4 5 6 7 8 Body Size BIG BIG BIG SMALL BIG SMALL SMALL SMALL Tongue length SHORT LONG SHORT LONG LONG SHORT LONG SHORT Skin type HARD HARD HARD SOFT SOFT HARD HARD HARD Which attribute would information gain choose as the root of the tree? Skin type What is the closest information gain for this attribute? [Select] Weight (lb) 18 16 19 15 12 10 13 14
Transcribed Image Text:You are a robot and want to predict the weight of the anteaters based on their skin type, body size and tongue size. You chose to learn a Decision Tree classifier. You are given the following examples. Example 1 2 3 4 5 6 7 8 Body Size BIG BIG BIG SMALL BIG SMALL SMALL SMALL Tongue length SHORT LONG SHORT LONG LONG SHORT LONG SHORT Skin type HARD HARD HARD SOFT SOFT HARD HARD HARD Which attribute would information gain choose as the root of the tree? Skin type What is the closest information gain for this attribute? [Select] Weight (lb) 18 16 19 15 12 10 13 14
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