Run
573189

Run 573189

Task 3992 (Supervised Classification) AP_Breast_Kidney Uploaded 29-05-2016 by Rafael Gomes Mantovani
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Flow

classif.rpart(49)Learner classif.rpart from package(s) rpart.
classif.rpart(49)_xval0
classif.rpart(49)_openml.seed1
classif.rpart(49)_openml.kindMersenne-Twister
classif.rpart(49)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.9491
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9553
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9089
Cross-validation details (10-fold Crossvalidation)
KB relative information score
539.1697
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0555
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4904
Cross-validation details (10-fold Crossvalidation)
Number of instances
604
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9553
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9553
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9861
Cross-validation details (10-fold Crossvalidation)
Recall
0.9553
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1132
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4951
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1971
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.398
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
230.036
UserCPU time millis testing
87.545
UserCPU time millis training
142.491