Research Article

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

Table 1

Gene pair features.

MeasureDefinitionParameters

Local and global alignment ā€‰
ā€‰ā€‰
,ā€‰
ā€ƒā€ƒā€‰
ā€‰
,ā€‰
ā€ƒā€ƒ
M-substitution matrix and go, ge-GOP, and GEP

Length,ā€‰
ā€ƒā€ƒā€‰
ā€ƒā€ƒ
ā€‰

Membership to locally collinear blocksā€‰
ā€‰
Mauve software parameters

Physicochemical profileā€‰
W-moving average window size of each spectrum