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Classification

Last updated Mar 20, 2023 Edit Source

In statistics, classification is the problem of identifying which of a set of categories (sub-populations) an observation (or observations) belongs to.

# Resources

# Propensity models

# Naive Bayes

# Support Vector Machine (SVM)

# K-nearest neighbors

See AI/Supervised Learning/Regression

# Logistic regression

# Gaussian Processes

See AI/Supervised Learning/Regression

# Tree-based approaches

See AI/Supervised Learning/Ensemble learning, AI/Supervised Learning/Random forest and AI/Supervised Learning/Gradient boosting