Model selection: Difference between revisions
(Vipul moved page Model selection to Model type selection) |
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The term '''model selection''' may refer to any of these: | |||
* [[Model type selection]]: Deciding the type of model to use, e.g., deciding between [[logistic regression]] and [[support vector machine]]s. | |||
* [[Hyperparameter optimization]], specifically optimization of the [[regularization hyperparameter]]. | |||
Although quite different, [[feature selection]] and [[cost function selection]] also bear some relation with model selection. | |||
Latest revision as of 18:24, 15 August 2014
The term model selection may refer to any of these:
- Model type selection: Deciding the type of model to use, e.g., deciding between logistic regression and support vector machines.
- Hyperparameter optimization, specifically optimization of the regularization hyperparameter.
Although quite different, feature selection and cost function selection also bear some relation with model selection.