Run
8579588

Run 8579588

Task 145833 (Supervised Classification) bank-marketing Uploaded 28-11-2017 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.trees649
mlr.classif.ranger(15)_mtry5
mlr.classif.ranger(15)_min.node.size4760
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.932900409842841
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
0.9066
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8586
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1953
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4133.5618
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1557
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
0.8798
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8934
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8934
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7535
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2701
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8403
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1397.7704
UserCPU time millis
180.27
UserCPU time millis testing
7.08
UserCPU time millis training
173.19