Machine Learning/Datasets

This page describes in detail the datasets used for the NBML Course.

Classification

• Census Income
  • Try to predict whether a person has an income greater than or less than 50k

Regression

• Boiling point in the Alps
  • The boiling point of water at different barometric pressures.
• Shocking Rats
  • How does shocking a rat affect it's ability to complete a maze?
• Ice Cream Sales
  • Predict the quantity of ice cream consumed based on some other variables.
• Smoking and Respiratory Function
  • How does smoking affect lung capacity?

Clustering