Run
8872399

Run 8872399

Task 3494 (Supervised Classification) monks-problems-3 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)_stumpTRUE
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
0.7746
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7736
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5566
Cross-validation details (10-fold Crossvalidation)
KB relative information score
311.448
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2184
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4992
Cross-validation details (10-fold Crossvalidation)
Number of instances
554
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8151
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7816
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9989
Cross-validation details (10-fold Crossvalidation)
Recall
0.7816
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4375
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4673
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9354
Cross-validation details (10-fold Crossvalidation)
Total cost
UserCPU time millis
0.663
UserCPU time millis testing
0.184
UserCPU time millis training
0.479