Run
7931956

Run 7931956

Task 3918 (Supervised Classification) pc1 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
0.716
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8971
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1.5526
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1283
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1299
Cross-validation details (10-fold Crossvalidation)
Number of instances
1109
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.866
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9306
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3667
Cross-validation details (10-fold Crossvalidation)
Recall
0.9306
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9877
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2542
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2526
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9936
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.239
UserCPU time millis testing
0.052
UserCPU time millis training
1.187