Matches in DBpedia 2016-04 for { <http://dbpedia.org/resource/Feature_(machine_learning)> ?p ?o }
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- Feature_(machine_learning) abstract "In machine learning and pattern recognition, a feature is an individual measurable property of a phenomenon being observed. Choosing informative, discriminating and independent features is a crucial step for effective algorithms in pattern recognition, classification and regression. Features are usually numeric, but structural features such as strings and graphs are used in syntactic pattern recognition.The concept of \"feature\" is related to that of explanatory variable used in statistical techniques such as linear regression.The initial set of raw features can be redundant and too large to be managed. Therefore, a preliminary step in many applications of machine learning and pattern recognition consists of selecting a subset of features, or constructing a new and reduced set of features to facilitate learning, and to improve generalization and interpretability.Extracting or selecting features is a combination of art and science; developing systems to do so is known as feature engineering. It requires the experimentation of multiple possibilities and the combination of automated techniques with the intuition and knowledge of the domain expert. Automating this process is feature learning, where a machine not only uses features for learning, but learns the features itself.".
- Feature_(machine_learning) wikiPageID "1299404".
- Feature_(machine_learning) wikiPageLength "3402".
- Feature_(machine_learning) wikiPageOutDegree "38".
- Feature_(machine_learning) wikiPageRevisionID "702634191".
- Feature_(machine_learning) wikiPageWikiLink Artificial_neural_network.
- Feature_(machine_learning) wikiPageWikiLink Bayesian_inference.
- Feature_(machine_learning) wikiPageWikiLink Category:Machine_learning.
- Feature_(machine_learning) wikiPageWikiLink Category:Pattern_recognition.
- Feature_(machine_learning) wikiPageWikiLink Computer_vision.
- Feature_(machine_learning) wikiPageWikiLink Covariate.
- Feature_(machine_learning) wikiPageWikiLink Dependent_and_independent_variables.
- Feature_(machine_learning) wikiPageWikiLink Dot_product.
- Feature_(machine_learning) wikiPageWikiLink Feature_(computer_vision).
- Feature_(machine_learning) wikiPageWikiLink Feature_engineering.
- Feature_(machine_learning) wikiPageWikiLink Feature_extraction.
- Feature_(machine_learning) wikiPageWikiLink Feature_hashing.
- Feature_(machine_learning) wikiPageWikiLink Feature_learning.
- Feature_(machine_learning) wikiPageWikiLink Feature_selection.
- Feature_(machine_learning) wikiPageWikiLink Feature_vector.
- Feature_(machine_learning) wikiPageWikiLink Graph_(discrete_mathematics).
- Feature_(machine_learning) wikiPageWikiLink Histogram.
- Feature_(machine_learning) wikiPageWikiLink K-nearest_neighbors_algorithm.
- Feature_(machine_learning) wikiPageWikiLink Linear_regression.
- Feature_(machine_learning) wikiPageWikiLink Machine_learning.
- Feature_(machine_learning) wikiPageWikiLink Optical_character_recognition.
- Feature_(machine_learning) wikiPageWikiLink Pattern_recognition.
- Feature_(machine_learning) wikiPageWikiLink Perceptron.
- Feature_(machine_learning) wikiPageWikiLink Phoneme.
- Feature_(machine_learning) wikiPageWikiLink Regression_analysis.
- Feature_(machine_learning) wikiPageWikiLink Spamming.
- Feature_(machine_learning) wikiPageWikiLink Speech_recognition.
- Feature_(machine_learning) wikiPageWikiLink Statistical_classification.
- Feature_(machine_learning) wikiPageWikiLink Statistics.
- Feature_(machine_learning) wikiPageWikiLink String_(computer_science).
- Feature_(machine_learning) wikiPageWikiLink Subject-matter_expert.
- Feature_(machine_learning) wikiPageWikiLink Syntactic_pattern_recognition.
- Feature_(machine_learning) wikiPageWikiLinkText "Feature (machine learning)".
- Feature_(machine_learning) wikiPageWikiLinkText "Features".
- Feature_(machine_learning) wikiPageWikiLinkText "feature vectors".
- Feature_(machine_learning) wikiPageWikiLinkText "feature".
- Feature_(machine_learning) wikiPageWikiLinkText "features".
- Feature_(machine_learning) wikiPageUsesTemplate Template:Also.
- Feature_(machine_learning) wikiPageUsesTemplate Template:Refimprove.
- Feature_(machine_learning) wikiPageUsesTemplate Template:Reflist.
- Feature_(machine_learning) subject Category:Machine_learning.
- Feature_(machine_learning) subject Category:Pattern_recognition.
- Feature_(machine_learning) hypernym Property.
- Feature_(machine_learning) type Building.
- Feature_(machine_learning) type Thing.
- Feature_(machine_learning) comment "In machine learning and pattern recognition, a feature is an individual measurable property of a phenomenon being observed. Choosing informative, discriminating and independent features is a crucial step for effective algorithms in pattern recognition, classification and regression.".
- Feature_(machine_learning) label "Feature (machine learning)".
- Feature_(machine_learning) seeAlso Feature_(computer_vision).
- Feature_(machine_learning) sameAs Q1921834.
- Feature_(machine_learning) sameAs Patró_genètic.
- Feature_(machine_learning) sameAs Merkmal.
- Feature_(machine_learning) sameAs Piirre.
- Feature_(machine_learning) sameAs Extraction_de_caractéristique.
- Feature_(machine_learning) sameAs 피쳐_(기계_학습).
- Feature_(machine_learning) sameAs Eigenschap.
- Feature_(machine_learning) sameAs m.04q_t5.
- Feature_(machine_learning) sameAs Trăsătură_(în_biologie_și_genetică).
- Feature_(machine_learning) sameAs Ознака_(машинне_навчання).
- Feature_(machine_learning) sameAs Đặc_trưng_(nhận_dạng_mẫu).
- Feature_(machine_learning) sameAs Q1921834.
- Feature_(machine_learning) wasDerivedFrom Feature_(machine_learning)?oldid=702634191.
- Feature_(machine_learning) isPrimaryTopicOf Feature_(machine_learning).