AI Machine Learning Game

Classification, Regression, or Clustering

How to Play

  1. Read each statement carefully
  2. Decide if it represents a Classification, Regression, or Clustering task
  3. Click the corresponding button to answer
  4. Learn from the feedback and continue to the next statement
  5. Answer within the time limit to score points
  6. Build streaks and earn badges as you play!

Understanding AI Tasks

Classification

Predicting a categorical label or class for input data. It is task-driven supervised learning.

Example: Spam detection, image recognition

Regression

Predicting a continuous numerical value based on input features. It is task-driven supervised learning.

Example: Price prediction, temperature forecasting

Clustering

Grouping similar data points together without predefined labels. It is data-driven unsupervised learning.

Example: Customer segmentation, pattern discovery
Machine Learning Types

Source: Peng J, Jury EC, Dönnes P, Ciurtin C. Machine Learning Techniques for Personalised Medicine Approaches in Immune-Mediated Chronic Inflammatory Diseases: Applications and Challenges. Front Pharmacol. 2021 Sep 30.

2x Streak!