Run
1841764

Run 1841764

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

mlr.weightedclasses.classif.gbm.preproc(1)Learner mlr.weightedclasses.classif.gbm.preproc from package(s) gbm.
mlr.weightedclasses.classif.gbm.preproc(1)_wcw.weight0.02
mlr.weightedclasses.classif.gbm.preproc(1)_keep.dataFALSE
mlr.weightedclasses.classif.gbm.preproc(1)_openml.seed1
mlr.weightedclasses.classif.gbm.preproc(1)_openml.kindMersenne-Twister
mlr.weightedclasses.classif.gbm.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.

17 Evaluation measures

Area under ROC curve
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.8353
Cross-validation details (10-fold Crossvalidation)
F measure
0.0466
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-22633.6994
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.8353
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
0.0271
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.1647
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.1647
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
3.0349
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.9139
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
2.4639
Cross-validation details (10-fold Crossvalidation)
Total cost
6998
Cross-validation details (10-fold Crossvalidation)