Run
8652284

Run 8652284

Task 14965 (Supervised Classification) bank-marketing Uploaded 15-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees597
mlr.classif.ranger(16)_mtry14
mlr.classif.ranger(16)_min.node.size202
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.332802834571339
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9212
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8937
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4435
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7010.5979
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1375
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
0.8912
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9036
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9036
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6655
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2582
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8032
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1237.6941
UserCPU time millis
383.763
UserCPU time millis testing
7.978
UserCPU time millis training
375.785