Feature (machine learning)
In machine learning and pattern recognition, a feature is an individual measurable property or characteristic of a phenomenon. Choosing informative, discriminating and independent features is a crucial element of 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.
Active learning (machine learning)Adaptive neuro fuzzy inference systemAttribute constructionAutoencoderAutomated Pain RecognitionAutomatic basis function constructionAutomatic image annotationBIRCHBag-of-words modelBinary classificationC4.5 algorithmClassifier chainsCollective classificationComputer-aided auscultationConfiguration space (physics)Convolutional neural networkCorrelation clusteringCross-validation (statistics)Curse of dimensionalityData compressionDecision stumpDecision tree learningDependent and independent variablesDesign matrixDimensionality reductionDiscretization of continuous featuresDomain adaptationFacial recognition systemFactorial codeFasegraphyFeatureFeature (computer vision)Feature (pattern recognition)Feature constructionFeature engineeringFeature extractionFeature hashingFeature learningFeature selectionFeature space
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Feature (machine learning)
In machine learning and pattern recognition, a feature is an individual measurable property or characteristic of a phenomenon. Choosing informative, discriminating and independent features is a crucial element of 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.
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In machine learning and patter ...... ues such as linear regression.
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In machine learning and patter ...... ues such as linear regression.
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Feature (machine learning)
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