Matches in DBpedia 2015-10 for { <http://dbpedia.org/resource/Hyperparameter_optimization> ?p ?o }
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- Hyperparameter_optimization abstract "In the context of machine learning, hyperparameter optimization or model selection is the problem of choosing a set of hyperparameters for a learning algorithm, usually with the goal of optimizing a measure of the algorithm's performance on an independent data set. Often cross-validation is used to estimate this generalization performance. Hyperparameter optimization contrasts with actual learning problems, which are also often cast as optimization problems, but optimize a loss function on the training set alone. In effect, learning algorithms learn parameters that model/reconstruct their inputs well, while hyperparameter optimization is to ensure the model does not overfit its data by tuning, e.g., regularization.".
- Hyperparameter_optimization wikiPageExternalLink hyperopt.
- Hyperparameter_optimization wikiPageExternalLink sklearn.grid_search.RandomizedSearchCV.html.
- Hyperparameter_optimization wikiPageExternalLink grid_search.html.
- Hyperparameter_optimization wikiPageExternalLink sumo.intec.ugent.be.
- Hyperparameter_optimization wikiPageExternalLink autoweka.
- Hyperparameter_optimization wikiPageExternalLink Spearmint.
- Hyperparameter_optimization wikiPageExternalLink MOE.
- Hyperparameter_optimization wikiPageID "32402755".
- Hyperparameter_optimization wikiPageLength "9119".
- Hyperparameter_optimization wikiPageOutDegree "27".
- Hyperparameter_optimization wikiPageRevisionID "683216016".
- Hyperparameter_optimization wikiPageWikiLink Bayesian_Optimization.
- Hyperparameter_optimization wikiPageWikiLink Bayesian_optimization.
- Hyperparameter_optimization wikiPageWikiLink Bias-variance_dilemma.
- Hyperparameter_optimization wikiPageWikiLink Bias–variance_tradeoff.
- Hyperparameter_optimization wikiPageWikiLink Brute-force_search.
- Hyperparameter_optimization wikiPageWikiLink Cartesian_product.
- Hyperparameter_optimization wikiPageWikiLink Category:Machine_learning.
- Hyperparameter_optimization wikiPageWikiLink Category:Mathematical_optimization.
- Hyperparameter_optimization wikiPageWikiLink Category:Model_selection.
- Hyperparameter_optimization wikiPageWikiLink Cross-validation_(statistics).
- Hyperparameter_optimization wikiPageWikiLink Curse_of_dimensionality.
- Hyperparameter_optimization wikiPageWikiLink Embarrassingly_parallel.
- Hyperparameter_optimization wikiPageWikiLink Gradient_descent.
- Hyperparameter_optimization wikiPageWikiLink LIBSVM.
- Hyperparameter_optimization wikiPageWikiLink Loss_function.
- Hyperparameter_optimization wikiPageWikiLink MATLAB.
- Hyperparameter_optimization wikiPageWikiLink Machine_learning.
- Hyperparameter_optimization wikiPageWikiLink Model_selection.
- Hyperparameter_optimization wikiPageWikiLink Overfitting.
- Hyperparameter_optimization wikiPageWikiLink Radial_basis_function_kernel.
- Hyperparameter_optimization wikiPageWikiLink Regularization_(mathematics).
- Hyperparameter_optimization wikiPageWikiLink Scikit-learn.
- Hyperparameter_optimization wikiPageWikiLink Self-tuning.
- Hyperparameter_optimization wikiPageWikiLink Statistical_classification.
- Hyperparameter_optimization wikiPageWikiLink Support_vector_machine.
- Hyperparameter_optimization wikiPageWikiLink Surrogate_model.
- Hyperparameter_optimization wikiPageWikiLink Weka_(machine_learning).
- Hyperparameter_optimization wikiPageWikiLinkText "Hyperparameter optimization".
- Hyperparameter_optimization wikiPageWikiLinkText "Hyperparameter optimization#Grid search".
- Hyperparameter_optimization wikiPageWikiLinkText "Sweeping through the parameter space".
- Hyperparameter_optimization wikiPageWikiLinkText "hyperparameter optimization".
- Hyperparameter_optimization hasPhotoCollection Hyperparameter_optimization.
- Hyperparameter_optimization wikiPageUsesTemplate Template:About.
- Hyperparameter_optimization wikiPageUsesTemplate Template:Reflist.
- Hyperparameter_optimization subject Category:Machine_learning.
- Hyperparameter_optimization subject Category:Mathematical_optimization.
- Hyperparameter_optimization subject Category:Model_selection.
- Hyperparameter_optimization hypernym Problem.
- Hyperparameter_optimization type Area.
- Hyperparameter_optimization type Disease.
- Hyperparameter_optimization type Model.
- Hyperparameter_optimization type Area.
- Hyperparameter_optimization type Model.
- Hyperparameter_optimization comment "In the context of machine learning, hyperparameter optimization or model selection is the problem of choosing a set of hyperparameters for a learning algorithm, usually with the goal of optimizing a measure of the algorithm's performance on an independent data set. Often cross-validation is used to estimate this generalization performance.".
- Hyperparameter_optimization label "Hyperparameter optimization".
- Hyperparameter_optimization sameAs Griglia_di_ricerca.
- Hyperparameter_optimization sameAs m.0gyv37n.
- Hyperparameter_optimization sameAs Q3601002.
- Hyperparameter_optimization sameAs Q3601002.
- Hyperparameter_optimization wasDerivedFrom Hyperparameter_optimization?oldid=683216016.
- Hyperparameter_optimization isPrimaryTopicOf Hyperparameter_optimization.