Machine Learning
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Linear Regression
Quick Definition
Modeling variable relationships by fitting a linear equation
Full Definition
A statistical method modeling the relationship between variables by fitting a linear equation.
Examples
price prediction, trend analysis, forecasting
Related Terms
regression
supervised-learning
More Machine Learning Terms
XGBoost
Optimized gradient boosting library for structured data
Cross-Validation
Evaluating model performance with multiple data splits
Overfitting
When a model learns training data noise and fails on new data
Margin
Distance between decision boundary and nearest data points
Learning Rate
Hyperparameter controlling gradient descent step size
Polynomial Regression
Extending linear models with polynomial features for nonlinear data