Icon

03_​Random_​Forest_​exercise

There has been no title set for this workflow's metadata.

Random Forest - exercise

Introduction to Machine Learning Algorithms course - Session 2
Exercise 3
- Train a Random Forest model
- Apply the model to the test set
- Evaluate the model performance with the Scorer node
- Perform parameter optimization

URL: Description of the Ames Iowa Housing Data https://rdrr.io/cran/AmesHousing/man/ames_raw.html
URL: Ames Housing Dataset on kaggle https://www.kaggle.com/prevek18/ames-housing-dataset
URL: Random Forest https://www.youtube.com/watch?v=X4H7w6LDgYM
URL: Slides (Introduction to ML Algorithms course) https://www.knime.com/form/material-download-registration

Nodes

Extensions

Links