# 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 on September 11th, 2020 0 likes 573 plays 0

#### Summary

Summary

From  Nigel Goddard on September 21st, 2016 0 likes 1,967 plays 0

#### Random forest algorithm

Random forest algorithm

From  Nigel Goddard on September 21st, 2016 1 likes 2,334 plays 0

#### Pros and cons of decision trees

Pros and cons of decision trees

From  Nigel Goddard on September 21st, 2016 0 likes 4,090 plays 0

#### Decision tree regression

Decision tree regression

From  Nigel Goddard on September 21st, 2016 0 likes 2,544 plays 0

#### Decision Trees and Real-Valued Data

Decision Trees and Real-Valued Data

From  Nigel Goddard on September 21st, 2016 1 likes 2,443 plays 0

#### Decision Trees are DNF Formulas

Decision Trees are DNF Formulas

From  Nigel Goddard on September 21st, 2016 0 likes 2,547 plays 0

#### Information Gain Ratio

Information Gain Ratio

From  Nigel Goddard on September 21st, 2016 0 likes 2,912 plays 0

#### Decision Tree Pruning

Decision Tree Pruning

From  Nigel Goddard on September 21st, 2016 0 likes 2,880 plays 1

#### Overfitting in Decision Trees

Overfitting in Decision Trees

From  Nigel Goddard on September 21st, 2016 0 likes 2,650 plays 0

#### Information Gain

Information Gain

From  Nigel Goddard on September 21st, 2016 1 likes 3,164 plays 0

#### Decision Tree Entropy

Decision Tree Entropy

From  Nigel Goddard on September 21st, 2016 0 likes 3,049 plays 1

#### Decision Tree - Split Purity

Decision Tree - Split Purity

From  Nigel Goddard on September 21st, 2016 0 likes 2,641 plays 0

#### Quinlan's ID3 Algorithm

Quinlan's ID3 Algorithm

From  Nigel Goddard on September 21st, 2016 0 likes 2,780 plays 0

#### Decision Tree Example

Decision Tree Example

From  Nigel Goddard on September 21st, 2016 0 likes 2,678 plays 0

#### Decision Trees - An Introduction

Decision Trees - An Introduction

From  Nigel Goddard on September 21st, 2016 0 likes 3,034 plays 0