Run
8025628

Run 8025628

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.trees1236
mlr.classif.ranger(9)_mtry8
mlr.classif.ranger(9)_min.node.size460
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.66166851897724
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
0.9204
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8868
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3923
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6285.2396
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1403
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
0.8864
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9015
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9015
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6788
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2594
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.807
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1850.8185
UserCPU time millis
430.185
UserCPU time millis testing
15.52
UserCPU time millis training
414.665