🌳 Decision Tree Virtual Lab

Learn how decision trees make predictions through interactive tree building and visualization

🌟 Learn by Doing

Interactive exploration with challenges

💧 Smart Irrigation

IoT system for crop watering decisions

Tree Visualization

See how trees split data step-by-step

Splitting Criteria

Learn Gini, Entropy, and Information Gain

Pruning

Prevent overfitting with tree pruning

Interactive Builder

Build your own decision tree

Interactive Decision Tree Builder - Learn by Doing!

Free Exploration Mode

Create your own dataset, build a decision tree, and see how it makes predictions!

Training Dataset

AgeIncomeStudentBuys

Test Prediction

Decision Tree

Click "Build Tree" to visualize