Run
7931865

Run 7931865

Task 29 (Supervised Classification) credit-approval 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
0.8475
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3963
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
46.9037
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4696
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3081
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5551
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.5551
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9506
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.473
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9518
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.744
UserCPU time millis testing
0.059
UserCPU time millis training
0.685