Run
7931933

Run 7931933

Task 3891 (Supervised Classification) gina_agnostic Uploaded 15-09-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.gbm.imputed.preproc(1)Learner mlr.classif.gbm.imputed.preproc from package(s) gbm.
mlr.classif.gbm.imputed.preproc(1)_keep.dataFALSE
mlr.classif.gbm.imputed.preproc(1)_openml.seed1
mlr.classif.gbm.imputed.preproc(1)_openml.kindMersenne-Twister
mlr.classif.gbm.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
0.7901
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7272
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4634
Cross-validation details (10-fold Crossvalidation)
KB relative information score
108.0479
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4888
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4999
Cross-validation details (10-fold Crossvalidation)
Number of instances
3468
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7508
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.733
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.733
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9779
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4892
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9786
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
79.662
UserCPU time millis testing
2.57
UserCPU time millis training
77.092