4.4 Location, Location, Location: Regression Trees for Housing Data (Recitation)

• <Video 1: Boston Housing Data
• 4.4.1Welcome to Recitation 4
• 4.4.2Video 1: Boston Housing Data
• 4.4.3Video 2: The Data
• 4.4.4Video 3: Geographical Predictions
• 4.4.5Video 4: Regression Trees
• 4.4.6Video 5: Putting it all Together
• 4.4.7Video 6: The CP Parameter
• 4.4.8Video 7: Cross-Validation
• >Video 3: Geographical Predictions

Video 2: The Data

In this recitation, Iain will be using the dataset boston (CSV) to predict housing prices in Boston. Please download this dataset to follow along in this recitation. This data comes from the UCI Machine Learning Repository.

An R script file with all of the R commands used in this recitation can be downloaded here: Resource Unit4_Recitation (R).

• BackVideo 1: Boston Housing Data
• ContinueVideo 3: Geographical Predictions