Determining the degree of randomness of descriptors in linear regression equations with respect to the data size

Journal of Chemical Information and Modeling

Volumn 51, Issue 12, 2011, Pages 3099-3104

  Hutter, Michael C ^a  

^a SAARLAND UNIVERSITY   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

REGRESSION ANALYSIS;

CORRELATION COEFFICIENT; CURSE OF DIMENSIONALITY; DEGREE OF RANDOMNESS; DESCRIPTORS; LINEAR REGRESSION EQUATION; OVERFITTING; RANDOM NUMBERS; SMALL DATA SET;

RANDOM PROCESSES;

ALGORITHM; ARTICLE; COMPUTER SIMULATION; FACTUAL DATABASE; QUANTITATIVE STRUCTURE ACTIVITY RELATION; STATISTICAL MODEL;

ALGORITHMS; COMPUTER SIMULATION; DATABASES, FACTUAL; LINEAR MODELS; MODELS, STATISTICAL; QUANTITATIVE STRUCTURE-ACTIVITY RELATIONSHIP;

EID: 84555177553     PISSN: 15499596     EISSN: 1549960X     Source Type: Journal    
DOI: 10.1021/ci200403j     Document Type: Article

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