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Author Nahar, Jesmin

Title Microarray classification using statistical learning and decision tree algorithms / by Jesmin Nahar

Published [Place of publication not identified] : [publisher not identified], 2007


Location Call no. Vol. Availability
 MELB  006.31 Nah/Mcu  AVAILABLE
Description xiii, 92 leaves : illustrations ; 30 cm
Summary This considers the challenging task of cancer prediction based on microarray data for the medical community. The research was conducted on mostly common cancers (breast, colon, long, prostate and leukemia) microarray data analysis, and suggests the use of modern machine learning techniques to predict cancer
Notes Submitted to the School of Engineering and Information Technology of the Faculty of Science and Technology, Deakin University
Degree conferred 2008
Thesis (M. Sc.)--Deakin University, Victoria, 2007
Bibliography Includes bibliographical references (leaves 80-92)
Subject Machine learning.
Cancer -- Diagnosis.
DNA microarrays -- Diagnostic use.
Bayesian statistical decision theory.
Decision trees.
Computer algorithms.
Genre/Form Academic theses.