Search for tag: "decision trees"

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 596 plays 0  

Summary

Summary

From  Nigel Goddard 0 likes 2,443 plays 0  

Random forest algorithm

Random forest algorithm

From  Nigel Goddard 1 likes 2,884 plays 0  

Pros and cons of decision trees

Pros and cons of decision trees

From  Nigel Goddard 0 likes 4,667 plays 0  

Decision tree regression

Decision tree regression

From  Nigel Goddard 1 likes 3,148 plays 0  

Decision Trees and Real-Valued Data

Decision Trees and Real-Valued Data

From  Nigel Goddard 1 likes 3,039 plays 0  

Decision Trees are DNF Formulas

Decision Trees are DNF Formulas

From  Nigel Goddard 0 likes 3,163 plays 0  

Information Gain Ratio

Information Gain Ratio

From  Nigel Goddard 0 likes 3,614 plays 0  

Decision Tree Pruning

Decision Tree Pruning

From  Nigel Goddard 0 likes 3,538 plays 1  

Overfitting in Decision Trees

Overfitting in Decision Trees

From  Nigel Goddard 0 likes 3,305 plays 0  

Information Gain

Information Gain

From  Nigel Goddard 2 likes 3,868 plays 0  

Decision Tree Entropy

Decision Tree Entropy

From  Nigel Goddard 0 likes 3,740 plays 1  

Decision Tree - Split Purity

Decision Tree - Split Purity

From  Nigel Goddard 0 likes 3,266 plays 0  

Quinlan's ID3 Algorithm

Quinlan's ID3 Algorithm

From  Nigel Goddard 0 likes 3,412 plays 0  

Decision Tree Example

Decision Tree Example

From  Nigel Goddard 0 likes 3,354 plays 0  

Decision Trees - An Introduction

Decision Trees - An Introduction

From  Nigel Goddard 1 likes 3,761 plays 0