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)
Line 24: Line 24:
 
| 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="plainlist">
+
| content4 = <div class="hlist">
 
* [[Factor analysis]]
 
* [[Factor analysis]]
* [[Canonical correlation analysis|Canonical correlation analysis (CCA)]]
+
* [[Canonical correlation analysis|CCA]]
* [[Independent component analysis|Independent component analysis (ICA)]]
+
* [[Independent component analysis|ICA]]
* [[Linear discriminant analysis|Linear discriminant analysis (LDA)]]
+
* [[Linear discriminant analysis|LDA]]
* [[Non-negative matrix factorization|Non-negative matrix factorization (NMF)]]
+
* [[Non-negative matrix factorization|NMF]]
* [[Principal component analysis|Principal component analysis (PCA)]]
+
* [[Principal component analysis|PCA]]
 
</div>
 
</div>
  
| heading5 = [[Ensemble learning]]
+
| heading5 = [[Structured prediction]]
 
| content5 = <div class="hlist">
 
| content5 = <div class="hlist">
* [[Bootstrap aggregating|Bagging]]
+
* [[Conditional random field|CRF]]
* [[Boosting (machine learning)|Boosting]]
+
* [[Hidden Markov model|HMM]]
* [[Random forest]]
 
 
</div>
 
</div>
  
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| heading7 = Theory
 
| heading7 = Theory
| content7 = <div class="plainlist">
+
| 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 (PAC) learning]]
+
* [[Probably approximately correct learning|PAC learning]]
* [[Vapnik–Chervonenkis theory|Vapnik–Chervonenkis (VC) theory]]
+
* [[Vapnik–Chervonenkis theory|VC theory]]
 
</div>
 
</div>
  

Revision as of 21:55, 28 January 2014