User:Heinkeqq/Books/Statistical Learning Theory kurz
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Statistical Learning Theory
[edit]- Introduction
- Statistical learning theory
- The three Main Learning Problems
- Regression analysis
- Pattern recognition
- Density estimation
- Learning Techniques
- Supervised learning
- Unsupervised learning
- Machine Learning
- Machine learning
- Reinforcement learning
- Online machine learning
- Statistical classification
- PAC Learning
- Probably approximately correct learning
- Vapnik-Chervonenkis Theory
- Vapnik–Chervonenkis theory
- VC dimension
- Perceptron Learning
- Perceptron
- Feedforward neural network
- Backpropagation
- Sauer–Shelah lemma
- Support vector machine