Skip to main content

Table 2 Performance of host tropism predictive models for individual proteins on independent training and testing data

From: HopPER: an adaptive model for probability estimation of influenza reassortment through host prediction

ModelTraining dataTesting data
 AccuracyPrecisionRecallG-meansMCCAccuracyPrecisionRecallG-meansMCC
HA0.9660.9670.9560.9530.9430.9650.9690.9560.9550.947
NA0.9610.9620.9530.9530.9390.9570.9580.950.9490.933
NP0.9470.9440.9330.9310.9120.9540.9510.9440.9430.927
PA0.9290.9160.8930.890.8810.9220.9060.8920.8880.875
PB10.9310.9270.9070.9020.8870.9370.9330.9140.9120.898
PB20.9430.9370.9120.9130.9060.9450.9380.9230.9210.911
NS10.9340.9280.9170.9160.8960.9310.930.9190.9170.896
M20.8760.8660.8560.8540.8050.8650.860.8530.8480.795