ebc_allmeasures {evabic} | R Documentation |
Available measures
Description
Available measures in evabic
Usage
ebc_allmeasures
Format
An object of class character
of length 18.
Details
- TP
True Positive
- FP
False Positive
- FN
False Negative
- TN
True Negative
- TPR
True Positive Rate or Sensitivity or Recall or Power
- TNR
True Negative Rate or Specificity
- PPV
Positive Predictive Value or Precision
- NPV
Negative Predictive Value
- FNR
False Negative Rate or Type II Error Rate or Miss Rate
- FPR
False Positive Rate or Type I Errors Rate or Fall-out
- FDR
False Discovery Rate
- FOR
False Omission Rate
- ACC
Accuracy
- BACC
Balanced Accuracy
- F1
F1 Score
- PLR
Positive Likelihood Ratio or LR+ or Likelihood Ratio for Positive Results
- NLR
Negative Likelihood Ratio or LR- or Likelihood Ratio for Negative Results
- DOR
Diagnostic Odds Ratio
References
https://en.wikipedia.org/wiki/Evaluation_of_binary_classifiers
Examples
ebc_allmeasures
[Package evabic version 0.1.1 Index]