Search for tag: "decision trees"

AML: Decision Trees - Additional Topics

Applied Machine Learning - INFR11211 Decision Trees - Additional Topics Part 3/3

From  Oisin Mac Aodha 2 likes 423 plays

AML: Decision Trees - Fitting Decision Trees

Applied Machine Learning - INFR11211 Decision Trees - Fitting Decision Trees Part 2/3

From  Oisin Mac Aodha 3 likes 460 plays

AML: Decision Trees - Overview

Applied Machine Learning - INFR11211 Decision Trees - Overview Part 1/3

From  Oisin Mac Aodha 4 likes 400 plays

CL - Lecture 1.c - Encodings

In this video, we revisit the chess set to introduce another encoding. We introduce decision trees and compare the two codings.

From  Claudia-Elena Chirita 0 likes 627 plays 0  

Summary

Summary

From  Nigel Goddard 0 likes 2,707 plays 0  

Random forest algorithm

Random forest algorithm

From  Nigel Goddard 1 likes 3,203 plays 0  

Pros and cons of decision trees

Pros and cons of decision trees

From  Nigel Goddard 0 likes 5,008 plays 0  

Decision tree regression

Decision tree regression

From  Nigel Goddard 1 likes 3,521 plays 0  

Decision Trees and Real-Valued Data

Decision Trees and Real-Valued Data

From  Nigel Goddard 1 likes 3,398 plays 0  

Decision Trees are DNF Formulas

Decision Trees are DNF Formulas

From  Nigel Goddard 1 likes 3,563 plays 0  

Information Gain Ratio

Information Gain Ratio

From  Nigel Goddard 0 likes 4,040 plays 0  

Decision Tree Pruning

Decision Tree Pruning

From  Nigel Goddard 0 likes 3,941 plays 1  

Overfitting in Decision Trees

Overfitting in Decision Trees

From  Nigel Goddard 0 likes 3,675 plays 0  

Information Gain

Information Gain

From  Nigel Goddard 2 likes 4,292 plays 0  

Decision Tree Entropy

Decision Tree Entropy

From  Nigel Goddard 0 likes 4,176 plays 1  

Decision Tree - Split Purity

Decision Tree - Split Purity

From  Nigel Goddard 0 likes 3,661 plays 0