Evaluation of normalization methods for cDNA microarray data by k-NN classification

BMC Bioinformatics

Volumn 6, Issue , 2005, Pages

  Wu, Wei ^a,b   Xing, Eric P ^c   Myers, Connie ^a   Mian, I Saira ^a   Bissell, Mina J ^a  

^a LAWRENCE BERKELEY NATIONAL LABORATORY   (United States)

^b UNIVERSITY OF PITTSBURGH SCHOOL OF MEDICINE   (United States)

^c Carnegie Mellon University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION ERRORS; INFORMATIVE MEASURES; K-NN CLASSIFICATIONS; LEAVE-ONE-OUT CROSS-VALIDATION (LOOCV); NORMALIZATION METHODS; NORMALIZATION STRATEGIES; STATISTICAL COMPUTING; SYSTEMATIC EVALUATION;

ERRORS; STATISTICAL METHODS; TEXT PROCESSING;

CLASSIFICATION (OF INFORMATION);

COMPLEMENTARY DNA;

ANALYTIC METHOD; ANALYTICAL ERROR; ARTICLE; CONTROLLED STUDY; DNA MICROARRAY; GENETIC VARIABILITY; KIDNEY CARCINOMA; LIVER CANCER; LUNG CANCER; LYMPHOMA; NONBIOLOGICAL MODEL; QUANTITATIVE ANALYSIS; STOMACH CARCINOMA; VALIDATION PROCESS; ALGORITHM; BIOLOGY; CLASSIFICATION; EVALUATION STUDY; GENE EXPRESSION PROFILING; INFORMATION PROCESSING; PROCEDURES; STATISTICAL BIAS;

ALGORITHMS; AUTOMATIC DATA PROCESSING; BIAS (EPIDEMIOLOGY); COMPUTATIONAL BIOLOGY; DATA DISPLAY; DNA, COMPLEMENTARY; GENE EXPRESSION PROFILING; OLIGONUCLEOTIDE ARRAY SEQUENCE ANALYSIS;

EID: 25444446813     PISSN: 14712105     EISSN: 14712105     Source Type: Journal    
DOI: 10.1186/1471-2105-6-191     Document Type: Article

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