Introduction to Supervised Classification

Exploration of a data set that contains rating information for cars in a used car dealership, with descriptor variables such as buying price and car features.

The models for supervised classification include:

• Random Forests
• Support Vector Machines
• Multi-Layer Perceptrons (Neural Networks)

Sections

0. Introduction and Data Management
1. Random Forests
2. Support Vector Machines
3. Neural Networks
4. Discussion and Evaluation