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Table 5 The contingency tables for χ2 comparing PSI-BLAST with HIall and HIseq in the twilight zone. The numbers in brackets are the expected values.

From: Homology Induction: the use of machine learning to improve sequence similarity searches

 

PSI-BLAST

HIall

 

True Positives

460 (512.68)

312 (259.32)

772

False Positives

574 (521.32)

211 (263.68)

785

 

1034

523

1557

 

PSI-BLAST

HIseq

 

True Positives

460 (490.21)

208 (177.79)

668

False Positives

574 (543.79)

167 (197.21)

741

 

1034

375

1409