Statistical learning theory
Statistical learning theory is a framework for machine learning drawing from the fields of statistics and functional analysis. Statistical learning theory deals with the statistical inference problem of finding a predictive function based on data. Statistical learning theory has led to successful applications in fields such as computer vision, speech recognition, and bioinformatics.
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- enStatistical learning theory is a framework for machine learning drawing from the fields of statistics and functional analysis. Statistical learning theory deals with the statistical inference problem of finding a predictive function based on data. Statistical learning theory has led to successful applications in fields such as computer vision, speech recognition, and bioinformatics.
- Has abstract
- enStatistical learning theory is a framework for machine learning drawing from the fields of statistics and functional analysis. Statistical learning theory deals with the statistical inference problem of finding a predictive function based on data. Statistical learning theory has led to successful applications in fields such as computer vision, speech recognition, and bioinformatics.
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- Framework
- Is primary topic of
- Statistical learning theory
- Label
- enStatistical learning theory
- Link from a Wikipage to another Wikipage
- Bioinformatics
- Category:Estimation theory
- Category:Machine learning
- Computer vision
- Convex function
- Empirical risk
- Empirical risk minimization
- Expected risk
- Facial recognition system
- File:Overfitting on Training Set Data.pdf
- Functional analysis
- Heaviside step function
- Indicator function
- L1-norm
- L2-norm
- Linear regression
- Loss function
- Lp space
- Machine learning
- Ohm's Law
- Online machine learning
- Ordinary least squares regression
- Overfitting
- Probability distribution
- Proximal gradient methods for learning
- Regression analysis
- Regularization (mathematics)
- Reinforcement learning
- Reproducing kernel Hilbert spaces
- Speech recognition
- Statistical classification
- Statistical inference
- Statistics
- Supervised learning
- Tikhonov regularization
- Training set
- Unsupervised learning
- Vector space
- SameAs
- 4vppA
- m.0117y0h3
- m.022d7w
- Q7604400
- Teoria dell'apprendimento statistico
- Théorie de l'apprentissage statistique
- Статистическая теория обучения
- Теорія статистичного навчання
- 统计学习理论
- 통계적 학습이론
- SeeAlso
- Computational learning theory
- Subject
- Category:Estimation theory
- Category:Machine learning
- WasDerivedFrom
- Statistical learning theory?oldid=1070857764&ns=0
- WikiPageLength
- 9739
- Wikipage page ID
- 1053303
- Wikipage revision ID
- 1070857764
- WikiPageUsesTemplate
- Template:About
- Template:Clear
- Template:Differentiable computing
- Template:Machine learning
- Template:Main
- Template:Reflist
- Template:See also
- Template:Short description