Difference between revisions of "Template:Machine learning bar"

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imported>طاها
(* IJMLC is not a mainstream venue. I suspect somebody put it for advertisement purposes.)
imported>The Transhumanist
(add links)
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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 23:06, 25 March 2017

| list4title = Dimensionality reduction

| list4 =

| list5title = Structured prediction

| list5 =

| list6title = Anomaly detection

| list6 =

| list7title = Neural nets

| list7 =

| list8title = Reinforcement Learning

| list8 =

| list9title = Theory

| list9 =

| list10title = Machine learning venues

| list10 =

| belowclass = plainlist | belowstyle = border-top:1px solid #aaa;border-bottom:1px solid #aaa; | below =

}}

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