Research Article

A Gram-Negative Bacterial Secreted Protein Types Prediction Method Based on PSI-BLAST Profile

Table 4

The comparison of our prediction quality with Yu’s method by independent dataset test on the test set.

TypeReferenceT1SPT2SPT3SPT4SPT5SPT7SPTotal
Number of sequences252928223533172

The “one-to-one” algorithm
 Correct hit 222328183529155
 Sensitivity ()88.0079.31100.0081.82100.0087.8890.12

The “one-to-the-rest” algorithm
 Correct hit[23]202228173427148
 Sensitivity ()[23]80.0075.86100.0077.2797.1481.8286.05

Correct hitOur method252928223533172
Sensitivity ()Our method100.0100.0100.0100.0100.0100.0100.0