Machine Learning
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Polynomial Regression
Quick Definition
Extending linear models with polynomial features for nonlinear data
Full Definition
A regression technique extending linear models by adding polynomial features to capture nonlinear relationships.
Examples
curve fitting, nonlinear trend modeling, feature interaction
Related Terms
linear-regression
regression
feature-engineering
More Machine Learning Terms
UMAP
Fast dimensionality reduction preserving local and global structure
Self-Supervised Learning
Generating supervisory signals from unlabeled data for training
Hyperparameter Tuning
Finding optimal configuration values before training
Support Vector Machine
Finding optimal hyperplane to separate classes with max margin
Cross-Validation
Evaluating model performance with multiple data splits
Feature Selection
Identifying the most relevant features for model training