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. 2005 Mar 22;33(5):1710–1721. doi: 10.1093/nar/gki311

Table 3.

The results of logistic regression analysis of all variations using the features common to both TM and non-TM regions

All features (excluding position-specific phylogenetic features) SIFT onlya Position-specific phylogenetic features only All features
Disease Neutral Disease Neutral Disease Neutral Disease Neutral
Correct classification 221 167 257 173 247 217 249 219
Wrong classification 62 77 26 71 36 27 34 25
Total number of errors 139 (26.38%) 97 (18.41%) 63 (11.95%) 59 (11.20%)

Here, phylogenetic features refer to SIFT score, normalized site entropy and change in residue frequency.

aThe classification obtained by logistic regression analysis using only the SIFT score as the determining feature.