Matthews correlation coefficient
GPTKB entity
Statements (22)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
statistical analysis
|
| gptkbp:abbreviation |
gptkb:MCC
|
| gptkbp:category |
statistics
machine learning evaluation metrics |
| gptkbp:form |
(TP*TN - FP*FN) / sqrt((TP+FP)(TP+FN)(TN+FP)(TN+FN))
|
| https://www.w3.org/2000/01/rdf-schema#label |
Matthews correlation coefficient
|
| gptkbp:introduced |
gptkb:Brian_W._Matthews
|
| gptkbp:introducedIn |
1975
|
| gptkbp:measures |
quality of binary classifications
|
| gptkbp:range |
-1 to +1
|
| gptkbp:relatedTo |
precision
F1 score recall accuracy |
| gptkbp:usedIn |
gptkb:machine_learning
bioinformatics binary classification |
| gptkbp:valueAt-1 |
inverse prediction
|
| gptkbp:valueAt0 |
random prediction
|
| gptkbp:valueAt1 |
perfect prediction
|
| gptkbp:bfsParent |
gptkb:GLUE
|
| gptkbp:bfsLayer |
6
|