Title: Analisi delle prestazioni dei classificatori utilizzando uno strumento di data mining (Italian Edition)
Publisher: Edizioni Sapienza
Publication Date: 2024
Language: Italian
ISBN 10: 6208203279
ISBN 13: 9786208203276
Binding: Soft cover
Condition: New

About this title

Synopsis

Di recente, la classificazione tramite data mining ha trovato una notevole applicazione in campo medico. L'apprendimento automatico � un campo emergente nella comprensione e nell'analisi di enormi quantit� di dati sanitari. Questa ricerca analizza le prestazioni di varie tecniche di classificazione su set di dati sanitari utilizzando lo strumento di apprendimento automatico Weka. Abbiamo applicato diversi classificatori su quattro set di dati medici per individuare il miglior algoritmo di classificazione. Dai risultati ottenuti, � emerso che l'algoritmo J48 e l'algoritmo Random Forest mostrano i risultati pi� promettenti tra tutti gli algoritmi di classificazione.

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