Run
8634701

Run 8634701

Task 145833 (Supervised Classification) bank-marketing Uploaded 10-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees13
mlr.classif.ranger(15)_mtry5
mlr.classif.ranger(15)_min.node.size148
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.104036546871066
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9136
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8834
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3747
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5662.6313
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1445
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
0.8819
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8984
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8984
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6996
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2627
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8173
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1470.3239
UserCPU time millis
8.68
UserCPU time millis testing
0.24
UserCPU time millis training
8.44