Difference between revisions of "Template:Machine learning bar"
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imported>The Transhumanist (add links) |
imported>The Transhumanist (typo - revert self (saved wrong page)) |
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| + | {{Sidebar with collapsible lists | ||
| + | | name = Machine learning bar | ||
| + | | title = [[Machine learning]] and<br/>[[data mining]] | ||
| + | | imagestyle = padding:0.25em 0.25em 0.75em; | ||
| + | | image = [[File:Kernel Machine.svg|frameless]] | ||
| + | | headingstyle = border-top:1px solid #aaa; | ||
| + | |||
| + | | list1title = Problems | ||
| + | | list1 = <div class="hlist"> | ||
| + | * [[Statistical classification|Classification]] | ||
| + | * [[Cluster analysis|Clustering]] | ||
| + | * [[Regression analysis|Regression]] | ||
| + | * [[Anomaly detection]] | ||
| + | * [[Association rule learning|Association rules]] | ||
| + | * [[Reinforcement learning]] | ||
| + | * [[Structured prediction]] | ||
| + | * [[Feature engineering]] | ||
| + | * [[Feature learning]] | ||
| + | * [[Online machine learning|Online learning]] | ||
| + | * [[Semi-supervised learning]] | ||
| + | * [[Unsupervised learning]] | ||
| + | * [[Learning to rank]] | ||
| + | * [[Grammar induction]] | ||
| + | </div> | ||
| + | |||
| + | | list2title = {{longitem |[[Supervised learning]]<br/>{{nobold|{{small|('''[[Statistical classification|classification]]'''{{•}}'''[[Regression analysis|regression]]''')}}}} }} | ||
| + | | list2 = <div class="hlist"> | ||
| + | * [[Decision tree learning|Decision trees]] | ||
| + | * [[Ensemble learning|Ensembles]] ([[Bootstrap aggregating|Bagging]], [[Boosting (machine learning)|Boosting]], [[Random forest]]) | ||
| + | * [[k-nearest neighbors algorithm|''k''-NN]] | ||
| + | * [[Linear regression]] | ||
| + | * [[Naive Bayes classifier|Naive Bayes]] | ||
| + | * [[Artificial neural network|Neural network]]s | ||
| + | * [[Logistic regression]] | ||
| + | * [[Perceptron]] | ||
| + | * [[Relevance vector machine|Relevance vector machine (RVM)]] | ||
| + | * [[Support vector machine|Support vector machine (SVM)]] | ||
| + | </div> | ||
| + | |||
| + | | list3title = [[Cluster analysis|Clustering]] | ||
| + | | list3 = <div class="hlist"> | ||
| + | * [[BIRCH]] | ||
| + | * [[Hierarchical clustering|Hierarchical]] | ||
| + | * [[k-means clustering|''k''-means]] | ||
| + | * [[Expectation-maximization algorithm|Expectation-maximization (EM)]] | ||
| + | * <br/>[[DBSCAN]] | ||
| + | * [[OPTICS algorithm|OPTICS]] | ||
| + | * [[Mean-shift]] | ||
| + | </div> | ||
| + | |||
| list4title = [[Dimensionality reduction]] | | list4title = [[Dimensionality reduction]] | ||
| list4 = <div class="hlist"> | | list4 = <div class="hlist"> | ||
Revision as of 23:07, 25 March 2017
| Machine learning and data mining |
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| File:Kernel Machine.svg |
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Machine learning venues |
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50px Template documentation
| Editors can experiment in this template's sandbox (create | mirror) and testcases (create) pages. Subpages of this template. |