Definition
Supervised Learning
Field: Machine Learning
The machine learning task of learning a function that maps an input to an output based on example input-output pairs.
Sequence of Expressions
Theorem
Linear Regression Model
Theorem
Gradient Descent
Theorem
Overfitting
Theorem
Underfitting
Theorem
Regularization (L1/L2)
Theorem
Cross-Validation
Principle
Bias-Variance Tradeoff
Concept