Run
8281644

Run 8281644

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.trees79
mlr.classif.ranger(13)_mtry7
mlr.classif.ranger(13)_min.node.size1
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.933870646776631
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
0.9256
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9001
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4938
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10166.0033
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1248
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
0.8973
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9052
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9052
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6039
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.254
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7903
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1324.6029
UserCPU time millis
376.703
UserCPU time millis testing
11.475
UserCPU time millis training
365.228