Evolution of drug resistance in HIV protease

BMC Bioinformatics

Table 1 Classification statistics for HIVpr

Inhibitor	Fraction resistant	Fraction susceptible	Accuracy	F-score
FPV	36.4	63.6	99.5	99.5
ATV	21.5	78.5	99.7	99.8
IDV	33.8	66.2	99.6	99.7
LPV	34.5	65.5	99.6	99.6
NFV	27.3	72.7	99.6	99.7
SQV	68.3	31.7	99.6	99.6
TPV	60.4	39.6	99.7	99.8
DRV	97.1	2.9	99.92	99.93

Fraction of resistant vs non-resistant inhibitors for all inhibitors. Other than for Darunavir, the datasets are well-balanced. The threefold cross-validated accuracy and F-scores are shown for the count vectors using a linear SVM

ISSN: 1471-2105