Run
2369259

Run 2369259

Task 9977 (Supervised Classification) nomao 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)_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
0.8309
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8556
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6495
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21118.3152
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1457
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8575
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8543
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.8543
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3571
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3818
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8451
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
42.918
UserCPU time millis testing
5.106
UserCPU time millis training
37.812