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Supervised Learning

Last updated Feb 9, 2023 Edit Source

Supervised learning (SL) is the machine learning task of learning a function that maps an input to an output based on example input-output pairs

# Resources

# Classification

See AI/Supervised Learning/Classification

# Regression

See AI/Supervised Learning/Regression

# Structured learning

# Ensemble learning

See AI/Supervised Learning/Ensemble learning

# Class imbalance

See AI/Supervised Learning/Class imbalance

### Data augmentation See AI/Supervised Learning/Data augmentation

# Model selection and tuning

See AI/Supervised Learning/Model selection and tuning

# Probability calibration