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Table 1 Model performance based on simulated data

From: Using deep learning to identify recent positive selection in malaria parasite sequence data

 

Acc

%

Sens

%

Spec

%

AUC

Stronger selection—recent sweep

97.1

93.8

100

1

Stronger selection—historic sweep

88.2

93.8

83.3

0.858

Weaker selection—recent sweep

96.8

100

93.3

1

Partial sweep

86.7

87.5

85.7

0.951

All sweeps combined

91.4

89.1

93.8

0.944

  1. Acc accuracy, Sens. Sensitivity, Spec. specificity, AUC Area under the ROC Curve