Run
8233797

Run 8233797

Task 145833 (Supervised Classification) bank-marketing Uploaded 24-10-2017 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.trees1364
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size319
mlr.classif.ranger(9)_sample.fraction0.603911561332643
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
0.9136
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8545
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1676
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4015.07
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1586
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
0.883
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8925
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8925
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7679
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.268
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.834
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1828.479
UserCPU time millis
268.118
UserCPU time millis testing
19.597
UserCPU time millis training
248.521