Run
8872432

Run 8872432

Task 15 (Supervised Classification) breast-w 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
0.8844
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9006
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7787
Cross-validation details (10-fold Crossvalidation)
KB relative information score
539.4764
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0987
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.452
Cross-validation details (10-fold Crossvalidation)
Number of instances
699
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9006
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9013
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9297
Cross-validation details (10-fold Crossvalidation)
Recall
0.9013
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2184
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4753
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3142
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.661
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.328
UserCPU time millis testing
0.038
UserCPU time millis training
0.29