Decision Tree Learning
A supervised learning approach used in statistics, data mining, and machine learning to create a model that predicts the value of a target variable based on several input features.
Areas of application
- Statistics
- Data mining
- Machine learning
- Classification tasks
- Regression tasks
- Customer behavior analysis
- Marketing campaign optimization
Example
Building a decision tree model to predict the likelihood of a customer making a purchase based on their demographic information, such as age, income, and location.