OpenML
7932093

Run 7932093

Task 9977 (Supervised Classification) nomao Uploaded 15-09-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.boosting.imputed.preproc(1)Learner mlr.classif.boosting.imputed.preproc from package(s) adabag, rpart.
mlr.classif.boosting.imputed.preproc(1)_xval0
mlr.classif.boosting.imputed.preproc(1)_openml.seed1
mlr.classif.boosting.imputed.preproc(1)_openml.kindMersenne-Twister
mlr.classif.boosting.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
0.9932
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9634
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9103
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15727.236
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.252
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9634
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9634
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9634
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6176
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2776
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6146
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4714.681
UserCPU time millis testing
38.533
UserCPU time millis training
4676.148