Run
8047427

Run 8047427

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.trees1900
mlr.classif.ranger(9)_mtry13
mlr.classif.ranger(9)_min.node.size7675
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.381991305784322
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
0.8841
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8595
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2099
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4478.1185
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1539
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
0.8658
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8901
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8901
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7448
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2744
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8539
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1839.6694
UserCPU time millis
365.606
UserCPU time millis testing
14.518
UserCPU time millis training
351.088