Run
573081

Run 573081

Task 3999 (Supervised Classification) AP_Breast_Ovary Uploaded 26-05-2016 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
0.9207
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9228
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8343
Cross-validation details (10-fold Crossvalidation)
KB relative information score
448.3302
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0775
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4639
Cross-validation details (10-fold Crossvalidation)
Number of instances
542
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9236
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9225
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9474
Cross-validation details (10-fold Crossvalidation)
Recall
0.9225
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1671
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4815
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2784
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5781
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
205.447
UserCPU time millis testing
73.7
UserCPU time millis training
131.747