Run
573246

Run 573246

Task 3972 (Supervised Classification) OVA_Uterus 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
0.7727
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9086
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3504
Cross-validation details (10-fold Crossvalidation)
KB relative information score
174.7478
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1009
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1481
Cross-validation details (10-fold Crossvalidation)
Number of instances
1545
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9049
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9133
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.405
Cross-validation details (10-fold Crossvalidation)
Recall
0.9133
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6811
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2717
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2711
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9979
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
304.512
UserCPU time millis testing
83.802
UserCPU time millis training
220.71