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
Contrastive Learning
Self-supervised learning by contrasting data pairs
Learning Rate
Hyperparameter controlling gradient descent step size
Hidden Markov Model
Statistical model with hidden states and observable outputs
Regularization
Techniques constraining model complexity to prevent overfitting
Bias-Variance Tradeoff
The tension between model simplicity and complexity errors
t-SNE
Nonlinear technique for visualizing high-dimensional data