OpenML
8652293

Run 8652293

Task 14965 (Supervised Classification) bank-marketing Uploaded 15-12-2017 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.trees1787
mlr.classif.ranger(16)_mtry9
mlr.classif.ranger(16)_min.node.size4069
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.515536399045959
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
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
0.9004
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8592
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2078
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4381.9693
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1541
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
0.8655
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8899
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8899
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7458
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2718
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8456
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1225.8517
UserCPU time millis
629.595
UserCPU time millis testing
17.378
UserCPU time millis training
612.217