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Table 3 DRAGON Descriptors obtained by cross-correlation and multicolinearity in ADMEWORKS Modelbuilder, and used in the MLP models

From: Global QSAR models of skin sensitisers for regulatory purposes

Symbol

Definition

Me

mean atomic Sanderson electronegativity (scaled on Carbon atom)

PW2

path/walk 2 - Randic shape index

PW3

path/walk 3 - Randic shape index

PCR

ratio of multiple path count over path count

X3Av

average valence connectivity index chi-3

AAC

mean information index on atomic composition

IVDE

mean information content on the vertex degree equality