OpenML
8323774

Run 8323774

Task 145833 (Supervised Classification) bank-marketing Uploaded 30-10-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1780
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_min.node.size87
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.390272050490603
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.8981
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8296
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0089
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2178.9403
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1774
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
0.8712
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8835
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8835
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8585
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2847
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8858
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1203.6437
UserCPU time millis
1220.106
UserCPU time millis testing
90.898
UserCPU time millis training
1129.208