Run
8390417

Run 8390417

Task 145833 (Supervised Classification) bank-marketing Uploaded 01-11-2017 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.trees1695
mlr.classif.ranger(13)_mtry11
mlr.classif.ranger(13)_min.node.size643
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.166312904958613
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
0.909
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8847
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3869
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5569.3728
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1464
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
0.8822
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.898
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.898
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7085
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2661
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8279
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1201.4842
UserCPU time millis
1838.628
UserCPU time millis testing
87.232
UserCPU time millis training
1751.396