Run
8377611

Run 8377611

Task 145833 (Supervised Classification) bank-marketing Uploaded 31-10-2017 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.trees541
mlr.classif.ranger(13)_mtry14
mlr.classif.ranger(13)_min.node.size9
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.328392406622879
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
0.931
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9014
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4981
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9786.6507
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1275
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
0.8986
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9069
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9069
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6172
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2506
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7798
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1192.1482
UserCPU time millis
1763.32
UserCPU time millis testing
46.54
UserCPU time millis training
1716.78