Difference between revisions of "Template:Machine learning bar"

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imported>The Transhumanist
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imported>The Transhumanist
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{{Sidebar with collapsible lists
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| name = Machine learning bar
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| title = [[Machine learning]] and<br/>[[data mining]]
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| imagestyle = padding:0.25em 0.25em 0.75em;
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| image = [[File:Kernel Machine.svg|frameless]]
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| headingstyle = border-top:1px solid #aaa;
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| list1title = Problems
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| list1 = <div class="hlist">
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* [[Statistical classification|Classification]]
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* [[Cluster analysis|Clustering]]
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* [[Regression analysis|Regression]]
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* [[Anomaly detection]]
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* [[Association rule learning|Association rules]]
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* [[Reinforcement learning]]
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* [[Structured prediction]]
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* [[Feature engineering]]
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* [[Feature learning]]
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* [[Online machine learning|Online learning]]
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* [[Semi-supervised learning]]
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* [[Unsupervised learning]]
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* [[Learning to rank]]
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* [[Grammar induction]]
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</div>
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| list2title = {{longitem |[[Supervised learning]]<br/>{{nobold|{{small|('''[[Statistical classification|classification]]'''{{•}}'''[[Regression analysis|regression]]''')}}}} }}
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| list2 = <div class="hlist">
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* [[Decision tree learning|Decision trees]]
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* [[Ensemble learning|Ensembles]] ([[Bootstrap aggregating|Bagging]], [[Boosting (machine learning)|Boosting]], [[Random forest]])
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* [[k-nearest neighbors algorithm|''k''-NN]]
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* [[Linear regression]]
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* [[Naive Bayes classifier|Naive Bayes]]
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* [[Artificial neural network|Neural network]]s
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* [[Logistic regression]]
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* [[Perceptron]]
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* [[Relevance vector machine|Relevance vector machine (RVM)]]
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* [[Support vector machine|Support vector machine (SVM)]]
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</div>
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| list3title = [[Cluster analysis|Clustering]]
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| list3 = <div class="hlist">
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* [[BIRCH]]
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* [[Hierarchical clustering|Hierarchical]]
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* [[k-means clustering|''k''-means]]
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* [[Expectation-maximization algorithm|Expectation-maximization (EM)]]
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* <br/>[[DBSCAN]]
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* [[OPTICS algorithm|OPTICS]]
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* [[Mean-shift]]
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</div>
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| list4title = [[Dimensionality reduction]]
 
| list4title = [[Dimensionality reduction]]
 
| list4 = <div class="hlist">
 
| list4 = <div class="hlist">

Revision as of 23:07, 25 March 2017