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
Ensemble Learning
Combining multiple models for better predictions
Regularization
Techniques constraining model complexity to prevent overfitting
Clustering
Grouping similar data points based on feature similarity
ROC Curve
Plot showing classifier performance across thresholds
Overfitting
When a model learns training data noise and fails on new data
Imbalanced Learning
Handling datasets with unequal class distributions