Research Article

An Effective Big Data Supervised Imbalanced Classification Approach for Ortholog Detection in Related Yeast Species

Table 4

S. cerevisiae-C. glabrata datasets.

Datasets #Ex. #Atts. Class
(maj; min)
#Class
(maj; min)
%Class
(maj; min)
IR

Blosum5029.887.416 6 (0; 1) (29.884.575, 2841) (99.99; 0.01) 10519.034

Blosum62129.887.416 6 (0; 1) (29.884.575, 2841) (99.99; 0.01) 10519.034

Blosum62229.887.416 6 (0; 1) (29.884.575, 2841) (99.99; 0.01) 10519.034

Pam25029.887.416 6 (0; 1) (29.884.575, 2841) (99.99; 0.01) 10519.034