Ensemble Machine Learning Techniques 2.4: Ensemble Learning for Regression

Ensemble Machine Learning Techniques 2.4: Ensemble Learning for Regression

Assessment

Interactive Video

Information Technology (IT), Architecture, Mathematics

University

Hard

Created by

Wayground Content

FREE Resource

This video tutorial covers simple ensemble learning techniques for regression, focusing on averaging and weighted averaging. Averaging combines regression models for continuous outputs and can be applied to classification by averaging output probabilities. An example of movie rating aggregation is provided. Weighted averaging assigns different weights to models based on their importance, demonstrated through a movie rating example. The video concludes with a summary and a preview of implementing these techniques in Python in the next video.

Read more

1 questions

Show all answers

1.

OPEN ENDED QUESTION

3 mins • 1 pt

What new insight or understanding did you gain from this video?

Evaluate responses using AI:

OFF

Access all questions and much more by creating a free account

Create resources

Host any resource

Get auto-graded reports

Google

Continue with Google

Email

Continue with Email

Classlink

Continue with Classlink

Clever

Continue with Clever

or continue with

Microsoft

Microsoft

Apple

Apple

Others

Others

Already have an account?