Preparing data for machine learning

An apparatus and methods for feature selection are disclosed. The feature selection apparatus and methods allow for determining a set of final features corresponding to features common to features within a set of frequent features of target dataset and a plurality of features within a training datas...

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Bibliographische Detailangaben
Hauptverfasser: FORMAN GEORGE H, CHIOCCHETTI STEPHANE
Format: Patent
Sprache:eng
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Beschreibung
Zusammenfassung:An apparatus and methods for feature selection are disclosed. The feature selection apparatus and methods allow for determining a set of final features corresponding to features common to features within a set of frequent features of target dataset and a plurality of features within a training dataset. The feature selection apparatus and methods also allow for removing features within a target dataset and a training dataset that are not within a set of most predictive features.