flowchart TB A([Weight < 2000kg]) B([Is Engine Powerful]) C([Is Windy Day]) D1([Car Is Fast]) E1([Car Is Slow]) D2([Car Is Fast]) E2([Car Is Slow]) A -- Yes --> B A -- No --> C B -- Yes --> D1 B -- No --> E1 C -- Yes --> E2 C -- No --> D2
Decision Tree
A type of model that acts like an if-else statement.
A split is made for each feature in the data. If the feature of a certain data sample is larger than or less than the split for that respective feature, the next appropriate split is made.
Below is an example determining whether a car is fast or slow.