Difference between revisions of "Template:Machine learning bar"

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imported>Qwertyus
(how could we forget the perceptron?)
(added borders so sections easier to see, heading2 formatting, less cryptic linknames (mostly content4), list formatting, belowclass/style, added category)
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{{ sidebar
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{{Sidebar
| name     = Machine learning bar
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| name = Machine learning bar
| title   = [[Machine learning]] and [[Data mining]]
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| title = [[Machine learning]] and<br/>[[data mining]]
| image   = [[File:Linear-svm-scatterplot.svg|frameless]]
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| imagestyle = padding:0.25em 0.25em 0.75em;
| class    = hlist
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| image = [[File:Linear-svm-scatterplot.svg|frameless|Scatterplot featuring a linear support vector machine's decision boundary (dashed line)]]
 +
| headingstyle = border-top:1px solid #aaa;
  
|heading1 = Problems
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| heading1 = Problems
|content1 =
+
| content1 = <div class="hlist">
 
* [[Statistical classification|Classification]]
 
* [[Statistical classification|Classification]]
 
* [[Cluster analysis|Clustering]]
 
* [[Cluster analysis|Clustering]]
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* [[Semi-supervised learning]]
 
* [[Semi-supervised learning]]
 
* [[Grammar induction]]
 
* [[Grammar induction]]
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</div>
  
| heading2 = [[Supervised learning]] ([[Statistical classification|classification]], [[Regression analysis|regression]])
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| heading2 = {{longitem |[[Supervised learning]]<br/>{{nobold|{{small|('''[[Statistical classification|classification]]'''{{•}}'''[[Regression analysis|regression]]''')}}}} }}
| content2 =  
+
| content2 = <div class="hlist">
 
* [[Decision tree learning|Decision trees]]
 
* [[Decision tree learning|Decision trees]]
 
* [[k-nearest neighbors classification|''k''-NN]]
 
* [[k-nearest neighbors classification|''k''-NN]]
 
* [[Linear regression]]
 
* [[Linear regression]]
 
* [[Naive Bayes classifier|Naive Bayes]]
 
* [[Naive Bayes classifier|Naive Bayes]]
* [[Artificial neural network|Neural networks]]
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* [[Artificial neural network|Neural network]]s
 
* [[Logistic regression]]
 
* [[Logistic regression]]
 
* [[Perceptron]]
 
* [[Perceptron]]
* [[Support vector machine|SVM]]
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* [[Support vector machine|Support vector machine (SVM)]]
 +
</div>
  
 
| heading3 = [[Cluster analysis|Clustering]]
 
| heading3 = [[Cluster analysis|Clustering]]
| content3 =
+
| content3 = <div class="hlist">
* [[BIRCH (data clustering)| BIRCH]]
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* [[BIRCH (data clustering)|BIRCH]]
 
* [[Hierarchical clustering|Hierarchical]]
 
* [[Hierarchical clustering|Hierarchical]]
 
* [[k-means clustering|''k''-means]]
 
* [[k-means clustering|''k''-means]]
* [[Expectation-maximization algorithm|EM]]
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* [[Expectation-maximization algorithm|Expectation-maximization (EM)]]
* [[DBSCAN]]
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* <br/>[[DBSCAN]]
 
* [[OPTICS algorithm|OPTICS]]
 
* [[OPTICS algorithm|OPTICS]]
 
* [[Mean-shift]]
 
* [[Mean-shift]]
 +
</div>
  
 
| heading4 = [[Dimensionality reduction]]
 
| heading4 = [[Dimensionality reduction]]
| content4 =
+
| content4 = <div class="plainlist">
 
* [[Factor analysis]]
 
* [[Factor analysis]]
* [[Canonical correlation analysis|CCA]]
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* [[Canonical correlation analysis|Canonical correlation analysis (CCA)]]
* [[Independent component analysis|ICA]]
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* [[Independent component analysis|Independent component analysis (ICA)]]
* [[Linear discriminant analysis|LDA]]
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* [[Linear discriminant analysis|Linear discriminant analysis (LDA)]]
* [[Non-negative matrix factorization|NMF]]
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* [[Non-negative matrix factorization|Non-negative matrix factorization (NMF)]]
* [[Principal component analysis|PCA]]
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* [[Principal component analysis|Principal component analysis (PCA)]]
 +
</div>
  
 
| heading5 = [[Ensemble learning]]
 
| heading5 = [[Ensemble learning]]
| content5 =  
+
| content5 = <div class="hlist">
 
* [[Bootstrap aggregating|Bagging]]
 
* [[Bootstrap aggregating|Bagging]]
 
* [[Boosting (machine learning)|Boosting]]
 
* [[Boosting (machine learning)|Boosting]]
 
* [[Random forest]]
 
* [[Random forest]]
 +
</div>
  
 
| heading6 = [[Anomaly detection]]
 
| heading6 = [[Anomaly detection]]
| content6 =  
+
| content6 = <div class="hlist">
 
* [[k-nearest neighbors classification|''k''-NN]]
 
* [[k-nearest neighbors classification|''k''-NN]]
 
* [[Local outlier factor]]
 
* [[Local outlier factor]]
 +
</div>
  
 
| heading7 = Theory
 
| heading7 = Theory
| content7 =  
+
| content7 = <div class="plainlist">
 
* [[Bias-variance dilemma]]
 
* [[Bias-variance dilemma]]
 
* [[Computational learning theory]]
 
* [[Computational learning theory]]
 
* [[Empirical risk minimization]]
 
* [[Empirical risk minimization]]
* [[Probably approximately correct learning|PAC learning]]
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* [[Probably approximately correct learning|Probably approximately correct (PAC) learning]]
* [[Vapnik–Chervonenkis theory|VC theory]]
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* [[Vapnik–Chervonenkis theory|Vapnik–Chervonenkis (VC) theory]]
 +
</div>
  
 +
| belowclass = plainlist
 +
| belowstyle = border-top:1px solid #aaa;border-bottom:1px solid #aaa;
 
| below =
 
| below =
 
* {{portal-inline|size=tiny|Computer science}}
 
* {{portal-inline|size=tiny|Computer science}}
 
* {{portal-inline|size=tiny|Statistics}}
 
* {{portal-inline|size=tiny|Statistics}}
  
}}<noinclude>{{doc|content=
+
}}<noinclude>
  
 +
{{doc
 +
|content=
 +
[[Category:Computing templates]]
 +
[[Category:Statistics templates]]
 
[[Category:Sidebar templates]]
 
[[Category:Sidebar templates]]
[[Category:Statistics templates]]
 
 
 
}}</noinclude>
 
}}</noinclude>

Revision as of 13:19, 18 January 2014