Run
8604577

Run 8604577

Task 145833 (Supervised Classification) bank-marketing Uploaded 01-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1206
mlr.classif.ranger(16)_mtry8
mlr.classif.ranger(16)_min.node.size4
mlr.classif.ranger(16)_sample.fraction0.231064729695208
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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.

21 Evaluation measures

Area under ROC curve
0.9293
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.899
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4784
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8566.4629
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1328
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
0.8963
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9065
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9065
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6428
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2525
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7857
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1198.7415
UserCPU time millis
565.257
UserCPU time millis testing
23.23
UserCPU time millis training
542.027