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 619 plays 0  

Summary

Summary

From  Nigel Goddard 0 likes 2,657 plays 0  

Random forest algorithm

Random forest algorithm

From  Nigel Goddard 1 likes 3,141 plays 0  

Pros and cons of decision trees

Pros and cons of decision trees

From  Nigel Goddard 0 likes 4,940 plays 0  

Decision tree regression

Decision tree regression

From  Nigel Goddard 1 likes 3,450 plays 0  

Decision Trees and Real-Valued Data

Decision Trees and Real-Valued Data

From  Nigel Goddard 1 likes 3,328 plays 0  

Decision Trees are DNF Formulas

Decision Trees are DNF Formulas

From  Nigel Goddard 1 likes 3,493 plays 0  

Information Gain Ratio

Information Gain Ratio

From  Nigel Goddard 0 likes 3,960 plays 0  

Decision Tree Pruning

Decision Tree Pruning

From  Nigel Goddard 0 likes 3,861 plays 1  

Overfitting in Decision Trees

Overfitting in Decision Trees

From  Nigel Goddard 0 likes 3,606 plays 0  

Information Gain

Information Gain

From  Nigel Goddard 2 likes 4,213 plays 0  

Decision Tree Entropy

Decision Tree Entropy

From  Nigel Goddard 0 likes 4,101 plays 1  

Decision Tree - Split Purity

Decision Tree - Split Purity

From  Nigel Goddard 0 likes 3,591 plays 0