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Matches in DBpedia 2016-04 for { <http://dbpedia.org/resource/Statistical_classification> ?p ?o }

• Statistical_classification abstract "In machine learning and statistics, classification is the problem of identifying to which of a set of categories (sub-populations) a new observation belongs, on the basis of a training set of data containing observations (or instances) whose category membership is known. An example would be assigning a given email into \"spam\" or \"non-spam\" classes or assigning a diagnosis to a given patient as described by observed characteristics of the patient (gender, blood pressure, presence or absence of certain symptoms, etc.).In the terminology of machine learning, classification is considered an instance of supervised learning, i.e. learning where a training set of correctly identified observations is available. The corresponding unsupervised procedure is known as clustering, and involves grouping data into categories based on some measure of inherent similarity or distance.Often, the individual observations are analyzed into a set of quantifiable properties, known variously as explanatory variables or features. These properties may variously be categorical (e.g. \"A\", \"B\", \"AB\" or \"O\", for blood type), ordinal (e.g. \"large\", \"medium\" or \"small\"), integer-valued (e.g. the number of occurrences of a part word in an email) or real-valued (e.g. a measurement of blood pressure). Other classifiers work by comparing observations to previous observations by means of a similarity or distance function.An algorithm that implements classification, especially in a concrete implementation, is known as a classifier. The term \"classifier\" sometimes also refers to the mathematical function, implemented by a classification algorithm, that maps input data to a category.Terminology across fields is quite varied. In statistics, where classification is often done with logistic regression or a similar procedure, the properties of observations are termed explanatory variables (or independent variables, regressors, etc.), and the categories to be predicted are known as outcomes, which are considered to be possible values of the dependent variable. In machine learning, the observations are often known as instances, the explanatory variables are termed features (grouped into a feature vector), and the possible categories to be predicted are classes. There is also some argument over whether classification methods that do not involve a statistical model can be considered \"statistical\". Other fields may use different terminology: e.g. in community ecology, the term \"classification\" normally refers to cluster analysis, i.e. a type of unsupervised learning, rather than the supervised learning described in this article.".
• Statistical_classification wikiPageExternalLink classifier-showdown.
• Statistical_classification wikiPageExternalLink stprtool.
• Statistical_classification wikiPageExternalLink libagf.sourceforge.net.
• Statistical_classification wikiPageExternalLink scikit-learn.org.
• Statistical_classification wikiPageExternalLink tooldiag.
• Statistical_classification wikiPageExternalLink weka.
• Statistical_classification wikiPageExternalLink KNN3.html.
• Statistical_classification wikiPageExternalLink classification-suite.
• Statistical_classification wikiPageID "1579244".
• Statistical_classification wikiPageLength "15059".
• Statistical_classification wikiPageOutDegree "134".
• Statistical_classification wikiPageRevisionID "706865166".
• Statistical_classification wikiPageWikiLink Accuracy_and_precision.
• Statistical_classification wikiPageWikiLink Algorithm.
• Statistical_classification wikiPageWikiLink Anti-spam_techniques.
• Statistical_classification wikiPageWikiLink Artificial_intelligence.
• Statistical_classification wikiPageWikiLink Artificial_neural_network.
• Statistical_classification wikiPageWikiLink Binary_classification.
• Statistical_classification wikiPageWikiLink Binary_data.
• Statistical_classification wikiPageWikiLink Biometrics.
• Statistical_classification wikiPageWikiLink Blood_pressure.
• Statistical_classification wikiPageWikiLink Blood_type.
• Statistical_classification wikiPageWikiLink Boosting_(machine_learning).
• Statistical_classification wikiPageWikiLink Categorical_variable.
• Statistical_classification wikiPageWikiLink Category:Classification_algorithms.
• Statistical_classification wikiPageWikiLink Category:Machine_learning.
• Statistical_classification wikiPageWikiLink Category:Statistical_classification.
• Statistical_classification wikiPageWikiLink Classification_rule.
• Statistical_classification wikiPageWikiLink Cluster_analysis.
• Statistical_classification wikiPageWikiLink Community_(ecology).
• Statistical_classification wikiPageWikiLink Compound_term_processing.
• Statistical_classification wikiPageWikiLink Computer_vision.
• Statistical_classification wikiPageWikiLink Credit_score.
• Statistical_classification wikiPageWikiLink Data_mining.
• Statistical_classification wikiPageWikiLink Data_warehouse.
• Statistical_classification wikiPageWikiLink Decision_tree_learning.
• Statistical_classification wikiPageWikiLink Dependent_and_independent_variables.
• Statistical_classification wikiPageWikiLink Discrete_choice.
• Statistical_classification wikiPageWikiLink Distance.
• Statistical_classification wikiPageWikiLink Document_classification.
• Statistical_classification wikiPageWikiLink Dot_product.
• Statistical_classification wikiPageWikiLink Drug_development.
• Statistical_classification wikiPageWikiLink Drug_discovery.
• Statistical_classification wikiPageWikiLink Email.
• Statistical_classification wikiPageWikiLink Feature_(machine_learning).
• Statistical_classification wikiPageWikiLink Feature_vector.
• Statistical_classification wikiPageWikiLink Function_(mathematics).
• Statistical_classification wikiPageWikiLink Fuzzy_logic.
• Statistical_classification wikiPageWikiLink Geostatistics.
• Statistical_classification wikiPageWikiLink Handwriting_recognition.
• Statistical_classification wikiPageWikiLink Independence_(probability_theory).
• Statistical_classification wikiPageWikiLink Information_retrieval.
• Statistical_classification wikiPageWikiLink Integer.
• Statistical_classification wikiPageWikiLink K-nearest_neighbors_algorithm.
• Statistical_classification wikiPageWikiLink Learning_vector_quantization.
• Statistical_classification wikiPageWikiLink Least_squares_support_vector_machine.
• Statistical_classification wikiPageWikiLink Linear_classifier.
• Statistical_classification wikiPageWikiLink Linear_combination.
• Statistical_classification wikiPageWikiLink Linear_discriminant_analysis.
• Statistical_classification wikiPageWikiLink Linear_function.
• Statistical_classification wikiPageWikiLink Linear_predictor_function.
• Statistical_classification wikiPageWikiLink Linearity.
• Statistical_classification wikiPageWikiLink List_of_datasets_for_machine_learning_research.
• Statistical_classification wikiPageWikiLink Logistic_regression.
• Statistical_classification wikiPageWikiLink Machine_learning.
• Statistical_classification wikiPageWikiLink Mahalanobis_distance.
• Statistical_classification wikiPageWikiLink Markov_chain_Monte_Carlo.
• Statistical_classification wikiPageWikiLink Medical_imaging.
• Statistical_classification wikiPageWikiLink Metric_(mathematics).
• Statistical_classification wikiPageWikiLink Multiclass_classification.
• Statistical_classification wikiPageWikiLink Multinomial_logistic_regression.
• Statistical_classification wikiPageWikiLink Multivariate_normal_distribution.
• Statistical_classification wikiPageWikiLink Naive_Bayes_classifier.
• Statistical_classification wikiPageWikiLink No_free_lunch_in_search_and_optimization.
• Statistical_classification wikiPageWikiLink Nonlinear_system.
• Statistical_classification wikiPageWikiLink Observation.
• Statistical_classification wikiPageWikiLink Optical_character_recognition.
• Statistical_classification wikiPageWikiLink Ordinal_data.
• Statistical_classification wikiPageWikiLink Parse_tree.
• Statistical_classification wikiPageWikiLink Parsing.
• Statistical_classification wikiPageWikiLink Part-of-speech_tagging.
• Statistical_classification wikiPageWikiLink Part_of_speech.
• Statistical_classification wikiPageWikiLink Pattern_recognition.
• Statistical_classification wikiPageWikiLink Perceptron.
• Statistical_classification wikiPageWikiLink Precision_and_recall.
• Statistical_classification wikiPageWikiLink Probabilistic_classification.
• Statistical_classification wikiPageWikiLink Probability.
• Statistical_classification wikiPageWikiLink Probit_model.
• Statistical_classification wikiPageWikiLink Quadratic_classifier.
• Statistical_classification wikiPageWikiLink Quantitative_structure–activity_relationship.
• Statistical_classification wikiPageWikiLink Random_forest.
• Statistical_classification wikiPageWikiLink Real_number.
• Statistical_classification wikiPageWikiLink Receiver_operating_characteristic.
• Statistical_classification wikiPageWikiLink Recommender_system.
• Statistical_classification wikiPageWikiLink Regression_analysis.
• Statistical_classification wikiPageWikiLink Sequence_labeling.
• Statistical_classification wikiPageWikiLink Similarity_measure.
• Statistical_classification wikiPageWikiLink Speech_recognition.
• Statistical_classification wikiPageWikiLink Statistical_inference.

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