Binary classification of chalcone derivatives with LDA or KNN based on their antileishmanial activity and molecular descriptors selected using the Successive Projections Algorithm feature-selection technique

European Journal of Pharmaceutical Sciences

Volumn 51, Issue 1, 2014, Pages 189-195

  Goodarzi, Mohammad ^a   Saeys, Wouter ^a   De Araujo, Mario Cesar Ugulino ^b   Galvão, Roberto Kawakami Harrop ^c   Vander Heyden, Yvan ^d  

^a UNIVERSITY OF LEUVEN   (Belgium)

^b FEDERAL UNIVERSITY OF PARAÍBA   (Brazil)

^c INSTITUTO TECNOLÓGICO DE AERONÁUTICA   (Brazil)

^d VRIJE UNIVERSITEIT BRUSSEL   (Belgium)

Author keywords

Antileishmanial activity; Genetic Algorithm; Linear Discriminant Analysis; One Nearest Neighbour; Successive Projections Algorithm

Indexed keywords

ANTILEISHMANIAL AGENT; CHALCONE DERIVATIVE;

ANTIPROTOZOAL ACTIVITY; ARTICLE; DISCRIMINANT ANALYSIS; DRUG STRUCTURE; GENETIC ALGORITHM; PHYSICAL CHEMISTRY; PRIORITY JOURNAL; QUANTITATIVE STRUCTURE ACTIVITY RELATION;

ANTILEISHMANIAL ACTIVITY; GENETIC ALGORITHM; LINEAR DISCRIMINANT ANALYSIS; ONE NEAREST NEIGHBOUR; SUCCESSIVE PROJECTIONS ALGORITHM;

ALGORITHMS; CHALCONE; DISCRIMINANT ANALYSIS; MODELS, MOLECULAR; QUANTITATIVE STRUCTURE-ACTIVITY RELATIONSHIP;

EID: 84885814075     PISSN: 09280987     EISSN: 18790720     Source Type: Journal    
DOI: 10.1016/j.ejps.2013.09.019     Document Type: Article

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