Run
10417543

Run 10417543

Task 58 (Supervised Classification) waveform-5000 Uploaded 17-11-2019 by chimi wangmo
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Flow

mlr.classif.ctree(18)Learner mlr.classif.ctree from package(s) party.
mlr.classif.ctree(18)_testtypeUnivariate
mlr.classif.ctree(18)_stumpTRUE
mlr.classif.ctree(18)_openml.seed1
mlr.classif.ctree(18)_openml.kindMersenne-Twister
mlr.classif.ctree(18)_openml.normal.kindInversion
mlr.classif.ctree(18)_openml.sample.kindRejection

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.

18 Evaluation measures

Area under ROC curve
0.6784 ± 0.006
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3569 ± 0.0121
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.4127 ± 0.0113
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2869 ± 0.0055
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
5000
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5696 ± 0.0082
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5849 ± 0
Cross-validation details (10-fold Crossvalidation)
Recall
0.5696 ± 0.0082
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6456 ± 0.0123
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5357 ± 0.0051
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1363 ± 0.0108
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.49
UserCPU time millis testing
0.08
UserCPU time millis training
1.41