Run
572230

Run 572230

Task 14965 (Supervised Classification) bank-marketing Uploaded 07-05-2016 by Rafael Gomes Mantovani
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Flow

classif.xgboost(9)Learner classif.xgboost from package(s) xgboost.
classif.xgboost(9)_openml.seed1
classif.xgboost(9)_openml.kindMersenne-Twister
classif.xgboost(9)_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
0.6818
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8897
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4263
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16456.5742
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1011
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2066
Cross-validation details (10-fold Crossvalidation)
Number of instances
45211
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8862
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8989
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8989
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4893
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.318
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9893
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.79
UserCPU time millis testing
0.325
UserCPU time millis training
4.465