Run
8025664

Run 8025664

Task 145833 (Supervised Classification) bank-marketing Uploaded 17-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1484
mlr.classif.ranger(9)_mtry11
mlr.classif.ranger(9)_min.node.size2786
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.751501679373905
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.9076
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8862
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3999
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5568.1504
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1465
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
0.8831
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
0.709
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2667
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8297
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1857.5664
UserCPU time millis
475.898
UserCPU time millis testing
13.441
UserCPU time millis training
462.457