Run
8033566

Run 8033566

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.trees1127
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size215
mlr.classif.ranger(9)_sample.fraction0.542127098795027
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
0.9153
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8573
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1854
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4394.4656
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1571
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
0.8845
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8937
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8937
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7606
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
1819.0902
UserCPU time millis
218.448
UserCPU time millis testing
16.559
UserCPU time millis training
201.889