Run
7931856

Run 7931856

Task 15 (Supervised Classification) breast-w Uploaded 15-09-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.ranger.imputed.preproc(1)Learner mlr.classif.ranger.imputed.preproc from package(s) ranger.
mlr.classif.ranger.imputed.preproc(1)_respect.unordered.factorsTRUE
mlr.classif.ranger.imputed.preproc(1)_num.threads1
mlr.classif.ranger.imputed.preproc(1)_verboseFALSE
mlr.classif.ranger.imputed.preproc(1)_openml.seed1
mlr.classif.ranger.imputed.preproc(1)_openml.kindMersenne-Twister
mlr.classif.ranger.imputed.preproc(1)_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
0.9915
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9701
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.934
Cross-validation details (10-fold Crossvalidation)
KB relative information score
605.6296
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0658
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
0.9704
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.97
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9297
Cross-validation details (10-fold Crossvalidation)
Recall
0.97
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1456
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4753
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1686
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3546
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.269
UserCPU time millis testing
0.359
UserCPU time millis training
0.91