Run
2369251

Run 2369251

Task 3896 (Supervised Classification) ada_agnostic Uploaded 01-06-2017 by Stefan Coors
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Flow

mlr.classif.ctree(13)Learner mlr.classif.ctree from package(s) party.
mlr.classif.ctree(13)_testtypeUnivariate
mlr.classif.ctree(13)_openml.seed1
mlr.classif.ctree(13)_openml.kindMersenne-Twister
mlr.classif.ctree(13)_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
0.7405
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8289
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5242
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2335.353
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1629
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3732
Cross-validation details (10-fold Crossvalidation)
Number of instances
4562
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8289
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8371
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.8371
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4364
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4036
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9343
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
18.37
UserCPU time millis testing
2.911
UserCPU time millis training
15.459