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Peer reviewed Peer reviewed
ERIC Number: EJ605360
Record Type: Journal
Publication Date: 2000
Pages: N/A
Abstractor: N/A
ISSN: ISSN-0306-4573
Automatic Classification Using Supervised Learning in a Medical Document Filtering Application.
Mostafa, J.; Lam, W.
Information Processing & Management, v36 n3 p415-44 May 2000
Presents a multilevel model of the information filtering process that permits document classification. Evaluates a document classification approach based on a supervised learning algorithm, measures the accuracy of the algorithm in a neural network that was trained to classify medical documents on cell biology, and discusses filtering effectiveness. (LRW)
Publication Type: Journal Articles; Reports - Descriptive
Education Level: N/A
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A