The Following table contains (fictitious) examples of holiday trips and also shows how much fun the holiday trip was. Generate a decision tree from these examples using the Decision-Tree-Learning algorithm in order to predict the expected fun for arbitrary holiday trips. Report all the information gains from the attribute tests that have to be computed when choosing the best attribute.

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
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The Following table contains (fictitious) examples of holiday trips and also shows how much fun the
holiday trip was. Generate a decision tree from these examples using the Decision-Tree-Learning
algorithm in order to predict the expected fun for arbitrary holiday trips.
Report all the information gains from the attribute tests that have to be computed when choosing the
best attribute.
attributes
example
goal
fun
country
season
type
weeks
1
Italy
summer
repose
2
much
Italy
winter
sports
1
much
Austria
winter
culture 1
little
repose
3
little
Austria winter
Austria winter
sports
1
much
Spain
summer
repose
much
summer sports
much
Spain
Spain
winter
repose
little
5678T AWNI
2
3
4
322
2
Transcribed Image Text:The Following table contains (fictitious) examples of holiday trips and also shows how much fun the holiday trip was. Generate a decision tree from these examples using the Decision-Tree-Learning algorithm in order to predict the expected fun for arbitrary holiday trips. Report all the information gains from the attribute tests that have to be computed when choosing the best attribute. attributes example goal fun country season type weeks 1 Italy summer repose 2 much Italy winter sports 1 much Austria winter culture 1 little repose 3 little Austria winter Austria winter sports 1 much Spain summer repose much summer sports much Spain Spain winter repose little 5678T AWNI 2 3 4 322 2
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