User:Shreyasjoshis/Books/Machine learning
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Machine learning
[edit]- Machine learning
- Supervised learning
- Unsupervised learning
- Semi-supervised learning
- Bayes' theorem
- Naive Bayes classifier
- Reinforcement learning
- Transduction (machine learning)
- Gradient descent
- K-nearest neighbor algorithm
- Decision tree
- Random forest
- Linear regression
- Logistic regression
- Linear discriminant analysis
- Principal component analysis
- Independent component analysis
- Support vector machine
- Boosting
- AdaBoost
- Cross-validation (statistics)
- Kernel trick