Run
8263215

Run 8263215

Task 145833 (Supervised Classification) bank-marketing Uploaded 27-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees112
mlr.classif.ranger(9)_mtry9
mlr.classif.ranger(9)_min.node.size30
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.21839207035955
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
0.9298
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4862
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9226.8575
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1301
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
0.9068
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9068
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6299
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2517
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7832
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1735.2526
UserCPU time millis
45.599
UserCPU time millis testing
1.342
UserCPU time millis training
44.257