Run
2369275

Run 2369275

Task 3891 (Supervised Classification) gina_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)_stumpTRUE
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
0.731
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7289
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4638
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1615.2525
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.267
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4999
Cross-validation details (10-fold Crossvalidation)
Number of instances
3468
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.745
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.733
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.733
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5342
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5167
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0336
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
50.861
UserCPU time millis testing
7.769
UserCPU time millis training
43.092