Run
8277529

Run 8277529

Task 145833 (Supervised Classification) bank-marketing Uploaded 27-10-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees533
mlr.classif.ranger(13)_mtry16
mlr.classif.ranger(13)_min.node.size224
mlr.classif.ranger(13)_sample.fraction0.51077726946678
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
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
0.9269
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8982
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4736
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8779.2458
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1313
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
0.8954
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9058
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9058
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6354
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2538
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7897
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1312.6303
UserCPU time millis
1688.75
UserCPU time millis testing
33.506
UserCPU time millis training
1655.244