Classification is the process of grouping or categorizing items into preset categories (or labels).

Types of Classification algorithms:

- Binary classification: predicting one of two classes
- Algorithms:
- Bernoulli Naive Bayes
- Logistic Regression
- Decision Trees
- Perceptron
- …

- Algorithms:
- Multi-class classification: predicting one of many classes
- Algorithms:
- Strategies for using binary classification algorithms for multi-class classification:
- One-vs-Rest(One-vs-all): splits a multi-class classification into one binary classification problem for each class
- One-vs-one: splits a multi-class classification into one binary classification problem for each pair of classes.

Popular Algorithms:

Interactive Graph

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