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Applied Machine Learning - INFR11211 Decision Trees - Additional Topics Part 3/3
Course Code
INFR11211 Licence Type
All rights reserved The University of Edinburgh
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Applied Machine Learning - INFR11211 Decision Trees - Fitting Decision Trees Part 2/3
Licence Type
All rights reserved The University of Edinburgh
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Applied Machine Learning - INFR11211 Decision Trees - Overview Part 1/3
Course Code
INFR11211 Licence Type
All rights reserved The University of Edinburgh
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In this video, we revisit the chess set to introduce another
encoding. We introduce decision trees and compare the two codings.
Course Code
INFR08025 Licence Type
All rights reserved The University of Edinburgh Language
English
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Summary
Licence Type
Creative Commons - Attribution
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Random forest algorithm
Licence Type
Creative Commons - Attribution
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Pros and cons of decision trees
Licence Type
Creative Commons - Attribution
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Decision tree regression
Licence Type
Creative Commons - Attribution
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Decision Trees and Real-Valued Data
Licence Type
Creative Commons - Attribution
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Decision Trees are DNF Formulas
Licence Type
Creative Commons - Attribution
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Information Gain Ratio
Licence Type
Creative Commons - Attribution
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Decision Tree Pruning
Licence Type
Creative Commons - Attribution
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Overfitting in Decision Trees
Licence Type
Creative Commons - Attribution
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Information Gain
Licence Type
Creative Commons - Attribution
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Decision Tree Entropy
Licence Type
Creative Commons - Attribution
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Decision Tree - Split Purity
Licence Type
Creative Commons - Attribution
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