Description Usage Arguments Author(s) See Also
Calculate various performance measures for classificatory analysis
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1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 | calculate_acc(TP, FN, FP, TN)
roc_calculate_acc(obj)
calculate_bac(SE, SP)
roc_calculate_bac(obj)
calculate_auc(SE, SP)
roc_calculate_auc(obj)
calculate_npv(TN, FN)
roc_calculate_npv(obj)
calculate_ppv(TP, FP)
roc_calculate_ppv(obj)
calculate_sensitivity(TP, FN)
roc_calculate_se(obj)
calculate_specificity(TN, FP)
roc_calculate_sp(obj)
calculate_youdens_j(SE, SP)
roc_youdens_j(obj)
calculate_kappa(TP, FN, FP, TN)
roc_calculate_kappa(obj)
calculate_wkappa(TP, FN, FP, TN)
roc_calculate_wkappa(obj)
|
TP |
( |
FN |
( |
FP |
( |
TN |
( |
obj |
Either an |
SE |
( |
SP |
( |
Vilmantas Gegzna
Other functions for ROC:
access_elements
,
calculate_performance()
,
print.as_str()
,
roc_predict()
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