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]] | ||
| Line 16: | Line 18: | ||
* [[Semi-supervised learning]] | * [[Semi-supervised learning]] | ||
| − | | heading2 = | + | | 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]] | ||
| − | |||
* [[Support vector machine|SVM]] | * [[Support vector machine|SVM]] | ||
* [[Artificial neural network|Neural networks]] | * [[Artificial neural network|Neural networks]] | ||
| − | * [[ | + | |
| + | | 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]] | ||
| − | * [[ | + | * [[Local outlier factor]] |
| − | | | + | | heading6 = Theory |
| − | | | + | | content6 = |
* [[Bias-variance dilemma]] | * [[Bias-variance dilemma]] | ||
* [[Computational learning theory]] | * [[Computational learning theory]] | ||
Revision as of 09:14, 23 October 2013
| Machine learning and Data mining |
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| File:Linear-svm-scatterplot.svg |
| Problems |
| Classification |
| Clustering |
| Regression |
| Anomaly detection |
| Theory |
|
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| Editors can experiment in this template's sandbox (create | mirror) and testcases (create) pages. Subpages of this template. |