Run
1841763

Run 1841763

Task 125969 (Supervised Classification) SpeedDating Uploaded 01-12-2016 by John Doe
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Flow

mlr.weightedclasses.classif.gbm.preproc(2)Learner mlr.weightedclasses.classif.gbm.preproc from package(s) gbm.
mlr.weightedclasses.classif.gbm.preproc(2)_wcw.weight0.5
mlr.weightedclasses.classif.gbm.preproc(2)_keep.dataFALSE
mlr.weightedclasses.classif.gbm.preproc(2)_openml.seed1
mlr.weightedclasses.classif.gbm.preproc(2)_openml.kindMersenne-Twister
mlr.weightedclasses.classif.gbm.preproc(2)_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.

17 Evaluation measures

Area under ROC curve
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.3294
Cross-validation details (10-fold Crossvalidation)
F measure
0.7603
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2260.5659
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1647
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2752
Cross-validation details (10-fold Crossvalidation)
Number of instances
8378
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6977
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8353
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8353
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5985
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4059
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0942
Cross-validation details (10-fold Crossvalidation)
Total cost
2760
Cross-validation details (10-fold Crossvalidation)