Run
572229

Run 572229

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

classif.ranger(8)Learner classif.ranger from package(s) ranger.
classif.ranger(8)_num.threads1
classif.ranger(8)_verboseFALSE
classif.ranger(8)_openml.seed1
classif.ranger(8)_openml.kindMersenne-Twister
classif.ranger(8)_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
0.699
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8972
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4658
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18393.7962
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0943
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
0.8947
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9057
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9057
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4564
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3071
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9554
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
748.234
UserCPU time millis testing
12.881
UserCPU time millis training
735.353