Run
1842925

Run 1842925

Task 125968 (Supervised Classification) SpeedDating Uploaded 05-12-2016 by John Doe
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Flow

mlr.weightedclasses.classif.xgboost.preproc.smoted(1)Learner mlr.weightedclasses.classif.xgboost.preproc.smoted from package(s) xgboost.
mlr.weightedclasses.classif.xgboost.preproc.smoted(1)_sw.rate3
mlr.weightedclasses.classif.xgboost.preproc.smoted(1)_sw.nn5
mlr.weightedclasses.classif.xgboost.preproc.smoted(1)_sw.alt.logicTRUE
mlr.weightedclasses.classif.xgboost.preproc.smoted(1)_wcw.weight0.02
mlr.weightedclasses.classif.xgboost.preproc.smoted(1)_openml.seed1
mlr.weightedclasses.classif.xgboost.preproc.smoted(1)_openml.kindMersenne-Twister
mlr.weightedclasses.classif.xgboost.preproc.smoted(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
0.646
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.9079
Cross-validation details (10-fold Crossvalidation)
F measure
0.4754
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1249
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-12517.3577
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5628
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
0.8512
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4372
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.4372
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
2.0448
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7502
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
2.0225
Cross-validation details (10-fold Crossvalidation)
Total cost
7606
Cross-validation details (10-fold Crossvalidation)