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Table 1 Schematic Data table representing the training data set before feature correlation analysis. The three sections of the table are the sequences from iAMP-2 L training set [50], the features derived from the 544 amino acid properties in the AAindex1 [63], and the classification label of antibacterial activity from the positive or negative training data set. an denotes a sequence, bn indicates the sum of the sequence for an AAindex1 property, cn indicates the mean and dn indicates the maximum sum of three adjacent residues in the sequence

From: Antimicrobial peptide similarity and classification through rough set theory using physicochemical boundaries

Sequence

Sum of

Mean of

Window of

Antibacterial Activity

A1 …A544

A1 …A544

A1 …A544

a1

(b1)1…(b1)544

(c1)1…(c1)544

(d1)1…(d1)544

Active

…

…

…

…

Active

a1274

(b1274)1…(b1274)544

(c1274)1…(c1274)544

(d1274)1…(d1274)544

Active

a1,275

(b1,275)1…(b1,275)544

(c1,275)1…(c1,275)544

(d1,275)1…(d1,275)544

Inactive

…

…

…

…

Inactive

a 2714

(b 2714)1…(b 2714)544

(c 2714)1…(c 2714)544

(d 2714)1…(d 2714)544

Inactive