Run
8872354

Run 8872354

Task 3493 (Supervised Classification) monks-problems-2 Uploaded 05-03-2018 by Raphaël Couronné
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Flow

mlr.classif.ctree(17)Learner mlr.classif.ctree from package(s) party.
mlr.classif.ctree(17)_testtypeUnivariate
mlr.classif.ctree(17)_openml.seed1
mlr.classif.ctree(17)_openml.kindMersenne-Twister
mlr.classif.ctree(17)_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
0.5205
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5555
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0528
Cross-validation details (10-fold Crossvalidation)
KB relative information score
139.7768
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3311
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4507
Cross-validation details (10-fold Crossvalidation)
Number of instances
601
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7018
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6689
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.6689
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7346
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5754
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2124
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.583
UserCPU time millis testing
0.205
UserCPU time millis training
0.378