Difference between revisions of "Template:Machine learning bar"

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imported>Qwertyus
(more theory)
imported>Chire
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{{ sidebar
 
{{ sidebar
 
| name    = Machine learning bar
 
| name    = Machine learning bar
| title    = [[Machine learning]]
+
| title    = [[Machine learning]] and [[Data mining]]
 
| image    = [[File:Linear-svm-scatterplot.svg|frameless]]
 
| image    = [[File:Linear-svm-scatterplot.svg|frameless]]
 
| class    = hlist
 
| class    = hlist
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* [[Cluster analysis|Clustering]]
 
* [[Cluster analysis|Clustering]]
 
* [[Regression analysis|Regression]]
 
* [[Regression analysis|Regression]]
 +
* [[Anomaly detection]]
 +
* [[Association rule learning|Association rules]]
 
* [[Reinforcement learning]]
 
* [[Reinforcement learning]]
 
* [[Structured prediction]]
 
* [[Structured prediction]]
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* [[Semi-supervised learning]]
 
* [[Semi-supervised learning]]
  
| heading2 = Models
+
| heading2 = [[Statistical classification|Classification]]
 
| content2 =  
 
| content2 =  
 +
* [[Decision tree learning|Decision trees]]
 +
* [[k-nearest neighbors classification|''k''-NN]]
 +
* [[Naive Bayes classifier|Naive Bayes]]
 
* [[Logistic regression]]
 
* [[Logistic regression]]
* [[k-means clustering|''k''-means]]
 
 
* [[Support vector machine|SVM]]
 
* [[Support vector machine|SVM]]
 
* [[Artificial neural network|Neural networks]]
 
* [[Artificial neural network|Neural networks]]
* [[Naive Bayes classifier|Naive Bayes]]
+
 
 +
| heading3 = [[Cluster analysis|Clustering]]
 +
| content3 =
 +
* [[Hierarchical clustering|Hierarchical]]
 +
* [[k-means clustering|''k''-means]]
 +
* [[Expectation-maximization algorithm|EM]]
 +
* [[DBSCAN]]
 +
* [[OPTICS algorithm|OPTICS]]
 +
* [[Mean-shift]]
 +
 
 +
| heading4 = [[Regression analysis|Regression]]
 +
| content4 =
 +
* [[Linear regression]]
 +
 
 +
| heading5 = [[Anomaly detection]]
 +
| content5 =
 
* [[k-nearest neighbors classification|''k''-NN]]
 
* [[k-nearest neighbors classification|''k''-NN]]
* [[Decision tree learning|Decision trees]]
+
* [[Local outlier factor]]
  
| heading3 = Theory
+
| heading6 = Theory
| content3 =  
+
| content6 =  
 
* [[Bias-variance dilemma]]
 
* [[Bias-variance dilemma]]
 
* [[Computational learning theory]]
 
* [[Computational learning theory]]

Revision as of 09:14, 23 October 2013