Difference between revisions of "Template:Machine learning bar"
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(added borders so sections easier to see, heading2 formatting, less cryptic linknames (mostly content4), list formatting, belowclass/style, added category) |
imported>Qwertyus (reorganize/compress, add structured prediction) |
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| content2 = <div class="hlist"> | | content2 = <div class="hlist"> | ||
* [[Decision tree learning|Decision trees]] | * [[Decision tree learning|Decision trees]] | ||
| + | * [[Ensemble learning|Ensembles]] ([[Bootstrap aggregating|Bagging]], [[Boosting (machine learning)|Boosting]], [[Random forest]]) | ||
* [[k-nearest neighbors classification|''k''-NN]] | * [[k-nearest neighbors classification|''k''-NN]] | ||
* [[Linear regression]] | * [[Linear regression]] | ||
| Line 45: | Line 46: | ||
| heading4 = [[Dimensionality reduction]] | | heading4 = [[Dimensionality reduction]] | ||
| − | | content4 = <div class=" | + | | content4 = <div class="hlist"> |
* [[Factor analysis]] | * [[Factor analysis]] | ||
| − | * [[Canonical correlation analysis| | + | * [[Canonical correlation analysis|CCA]] |
| − | * [[Independent component analysis| | + | * [[Independent component analysis|ICA]] |
| − | * [[Linear discriminant analysis| | + | * [[Linear discriminant analysis|LDA]] |
| − | * [[Non-negative matrix factorization| | + | * [[Non-negative matrix factorization|NMF]] |
| − | * [[Principal component analysis| | + | * [[Principal component analysis|PCA]] |
</div> | </div> | ||
| − | | heading5 = [[ | + | | heading5 = [[Structured prediction]] |
| content5 = <div class="hlist"> | | content5 = <div class="hlist"> | ||
| − | * [[ | + | * [[Conditional random field|CRF]] |
| − | * [[ | + | * [[Hidden Markov model|HMM]] |
| − | |||
</div> | </div> | ||
| Line 68: | Line 68: | ||
| heading7 = Theory | | heading7 = Theory | ||
| − | | content7 = <div class=" | + | | content7 = <div class="hlist"> |
* [[Bias-variance dilemma]] | * [[Bias-variance dilemma]] | ||
* [[Computational learning theory]] | * [[Computational learning theory]] | ||
* [[Empirical risk minimization]] | * [[Empirical risk minimization]] | ||
| − | * [[Probably approximately correct learning| | + | * [[Probably approximately correct learning|PAC learning]] |
| − | * [[Vapnik–Chervonenkis theory| | + | * [[Vapnik–Chervonenkis theory|VC theory]] |
</div> | </div> | ||
Revision as of 21:55, 28 January 2014
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