Run
573221

Run 573221

Task 3962 (Supervised Classification) OVA_Breast 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
0.9331
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9468
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8457
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1196.8065
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0784
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3464
Cross-validation details (10-fold Crossvalidation)
Number of instances
1545
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9466
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9469
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7656
Cross-validation details (10-fold Crossvalidation)
Recall
0.9469
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2265
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.416
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2187
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5257
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
382.916
UserCPU time millis testing
120.42
UserCPU time millis training
262.496