terms

Decision Tree

Random Forest

Interpretability

Easy

Harder

Overfitting

Likely

Unlikely

Outliers

Highly affected by outliers

Robust against outliers

Accuracy

Can vary

Higher accuracy

Computation

Quick to build

Slow to build