machine-learning
Ridge regression
taught
Penalizing large coefficients with an L2 penalty to trade a little bias for less variance.
Taught in
-
Ridge regression
Modern Machine Learning
Requires
- overfitting-in-linear-models required
Required by
- Lasso regression required
Local knowledge map
Local knowledge map
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Solid arrows are required prerequisites; dashed are recommended or helpful. Lower rows are more foundational. Click any box to jump to that concept.