The Iris dataset includes three species with 50 samples each and a few properties of each flower.
Confusion Matrix and Statistics
Reference
Prediction setosa versicolor virginica
setosa 10 0 0
versicolor 0 9 0
virginica 0 1 10
Overall Statistics
Accuracy : 0.9667
95% CI : (0.8278, 0.9992)
No Information Rate : 0.3333
P-Value [Acc > NIR] : 2.963e-13
Kappa : 0.95
Mcnemar's Test P-Value : NA
Statistics by Class:
Class: setosa Class: versicolor Class: virginica
Sensitivity 1.0000 0.9000 1.0000
Specificity 1.0000 1.0000 0.9500
Pos Pred Value 1.0000 1.0000 0.9091
Neg Pred Value 1.0000 0.9524 1.0000
Prevalence 0.3333 0.3333 0.3333
Detection Rate 0.3333 0.3000 0.3333
Detection Prevalence 0.3333 0.3000 0.3667
Balanced Accuracy 1.0000 0.9500 0.9750
