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
Model Selection
Choosing the best ML model from candidates
Ridge Regression
Regularized regression using L2 penalty to prevent overfitting
Confusion Matrix
Table visualizing classifier performance by class predictions
UMAP
Fast dimensionality reduction preserving local and global structure
Bagging
Training models on random subsets and averaging predictions
Hyperparameter Tuning
Finding optimal configuration values before training