Matches in DBpedia 2015-10 for { <http://dbpedia.org/resource/Binary_classification> ?p ?o }
- Binary_classification abstract "Binary or binomial classification is the task of classifying the elements of a given set into two groups on the basis of a classification rule. Some typical binary classification tasks are: medical testing to determine if a patient has certain disease or not – the classification property is the presence of the disease; A "pass or fail" test method or quality control in factories; i.e. deciding if a specification has or has not been met: a Go/no go classification.An item may have a qualitative property; it does or does not have a specified characteristic information retrieval, namely deciding whether a page or an article should be in the result set of a search or not – the classification property is the relevance of the article, or the usefulness to the user.An important point is that in many practical binary classification problems, the two groups are not symmetric – rather than overall accuracy, the relative proportion of different types of errors is of interest. For example, in medical testing, a false positive (detecting a disease when it is not present) is considered differently from a false negative (not detecting a disease when it is present).Statistical classification in general is one of the problems studied in computer science, in order to automatically learn classification systems; some methods suitable for learning binary classifiers include the decision trees, Bayesian networks, support vector machines, neural networks, probit regression, and logistic regression.Sometimes, classification tasks are trivial. Given 100 balls, some of them red and some blue, a human with normal color vision can easily separate them into red ones and blue ones. However, some tasks, like those in practical medicine, and those interesting from the computer science point of view, are far from trivial, and may produce faulty results if executed imprecisely.".
- Binary_classification thumbnail Binary-classification-labeled.svg?width=300.
- Binary_classification wikiPageExternalLink www.kernel-methods.net.
- Binary_classification wikiPageExternalLink www.learning-with-kernels.org.
- Binary_classification wikiPageExternalLink www.support-vector.net.
- Binary_classification wikiPageID "205393".
- Binary_classification wikiPageLength "9719".
- Binary_classification wikiPageOutDegree "81".
- Binary_classification wikiPageRevisionID "668840507".
- Binary_classification wikiPageWikiLink Accuracy_and_precision.
- Binary_classification wikiPageWikiLink Artificial_neural_network.
- Binary_classification wikiPageWikiLink Bayesian_inference.
- Binary_classification wikiPageWikiLink Bayesian_network.
- Binary_classification wikiPageWikiLink Blood_values.
- Binary_classification wikiPageWikiLink Category:Machine_learning.
- Binary_classification wikiPageWikiLink Category:Statistical_classification.
- Binary_classification wikiPageWikiLink Classification_rule.
- Binary_classification wikiPageWikiLink Computer_science.
- Binary_classification wikiPageWikiLink Contingency_table.
- Binary_classification wikiPageWikiLink Cutoff_(reference_value).
- Binary_classification wikiPageWikiLink Decision_tree_learning.
- Binary_classification wikiPageWikiLink Detection_theory.
- Binary_classification wikiPageWikiLink Diagnostic_odds_ratio.
- Binary_classification wikiPageWikiLink F-score.
- Binary_classification wikiPageWikiLink F1_score.
- Binary_classification wikiPageWikiLink False_Discovery_Rate.
- Binary_classification wikiPageWikiLink False_Negative_Rate.
- Binary_classification wikiPageWikiLink False_Omission_Rate.
- Binary_classification wikiPageWikiLink False_Positive_Rate.
- Binary_classification wikiPageWikiLink False_discovery_rate.
- Binary_classification wikiPageWikiLink False_negative.
- Binary_classification wikiPageWikiLink False_positive.
- Binary_classification wikiPageWikiLink False_positive_rate.
- Binary_classification wikiPageWikiLink False_positives_and_false_negatives.
- Binary_classification wikiPageWikiLink Geometric_mean.
- Binary_classification wikiPageWikiLink no_go.
- Binary_classification wikiPageWikiLink Human_chorionic_gonadotropin.
- Binary_classification wikiPageWikiLink Information_retrieval.
- Binary_classification wikiPageWikiLink Informedness.
- Binary_classification wikiPageWikiLink John_Shawe-Taylor.
- Binary_classification wikiPageWikiLink Kernel_method.
- Binary_classification wikiPageWikiLink Kernel_methods.
- Binary_classification wikiPageWikiLink Likelihood_ratio.
- Binary_classification wikiPageWikiLink Likelihood_ratio_(disambiguation).
- Binary_classification wikiPageWikiLink Likelihood_ratios_in_diagnostic_testing.
- Binary_classification wikiPageWikiLink Linear_regression.
- Binary_classification wikiPageWikiLink Logistic_regression.
- Binary_classification wikiPageWikiLink Markedness.
- Binary_classification wikiPageWikiLink Matthews_correlation_coefficient.
- Binary_classification wikiPageWikiLink Medical_test.
- Binary_classification wikiPageWikiLink Multi-label_classification.
- Binary_classification wikiPageWikiLink Multiclass_classification.
- Binary_classification wikiPageWikiLink Negative_Predictive_Value.
- Binary_classification wikiPageWikiLink Negative_predictive_value.
- Binary_classification wikiPageWikiLink Nello_Cristianini.
- Binary_classification wikiPageWikiLink Neural_network.
- Binary_classification wikiPageWikiLink Odds_ratio.
- Binary_classification wikiPageWikiLink One-class_classification.
- Binary_classification wikiPageWikiLink Positive_Predictive_Value.
- Binary_classification wikiPageWikiLink Positive_and_negative_predictive_values.
- Binary_classification wikiPageWikiLink Positive_or_negative_test.
- Binary_classification wikiPageWikiLink Positive_predictive_value.
- Binary_classification wikiPageWikiLink Precision_(information_retrieval).
- Binary_classification wikiPageWikiLink Precision_and_recall.
- Binary_classification wikiPageWikiLink Predictive_value.
- Binary_classification wikiPageWikiLink Predictive_value_of_tests.
- Binary_classification wikiPageWikiLink Pregnancy_test.
- Binary_classification wikiPageWikiLink Prevalence.
- Binary_classification wikiPageWikiLink Probit_model.
- Binary_classification wikiPageWikiLink Probit_regression.
- Binary_classification wikiPageWikiLink Prosecutors_fallacy.
- Binary_classification wikiPageWikiLink Qualitative_property.
- Binary_classification wikiPageWikiLink Quality_control.
- Binary_classification wikiPageWikiLink Recall_(information_retrieval).
- Binary_classification wikiPageWikiLink Receiver_operating_characteristic.
- Binary_classification wikiPageWikiLink Reference_range.
- Binary_classification wikiPageWikiLink Reference_ranges_for_blood_tests.
- Binary_classification wikiPageWikiLink Regression_coefficient.
- Binary_classification wikiPageWikiLink Result_set.
- Binary_classification wikiPageWikiLink Sensitivity_(tests).
- Binary_classification wikiPageWikiLink Sensitivity_and_specificity.
- Binary_classification wikiPageWikiLink Set_(mathematics).
- Binary_classification wikiPageWikiLink Specificity_(tests).
- Binary_classification wikiPageWikiLink Statistical_classification.
- Binary_classification wikiPageWikiLink Support_vector_machine.
- Binary_classification wikiPageWikiLink Test_method.
- Binary_classification wikiPageWikiLink Thresholding_(image_processing).
- Binary_classification wikiPageWikiLink True_Negative_Rate.
- Binary_classification wikiPageWikiLink True_Positive_Rate.
- Binary_classification wikiPageWikiLink True_negative.
- Binary_classification wikiPageWikiLink True_positive.
- Binary_classification wikiPageWikiLink Type_I_and_type_II_errors.
- Binary_classification wikiPageWikiLink Uncertainty_coefficient.
- Binary_classification wikiPageWikiLink Youdens_J_statistic.
- Binary_classification wikiPageWikiLink File:Binary-classification-labeled.svg.
- Binary_classification wikiPageWikiLinkText "Artificial binary classification".
- Binary_classification wikiPageWikiLinkText "Binary classification".
- Binary_classification wikiPageWikiLinkText "Binary classification#artificial".
- Binary_classification wikiPageWikiLinkText "binary classification".
- Binary_classification wikiPageWikiLinkText "binary classification#Evaluation of binary classifiers".