Run
8284722

Run 8284722

Task 145833 (Supervised Classification) bank-marketing Uploaded 28-10-2017 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.trees211
mlr.classif.ranger(13)_mtry14
mlr.classif.ranger(13)_min.node.size378
mlr.classif.ranger(13)_sample.fraction0.422796729695983
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
0.9177
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8909
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4246
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6392.703
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1402
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
0.8886
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9021
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9021
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6785
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2604
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8103
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1282.5846
UserCPU time millis
425.089
UserCPU time millis testing
10.633
UserCPU time millis training
414.456