Run
8793558

Run 8793558

Task 145833 (Supervised Classification) bank-marketing Uploaded 17-01-2018 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.trees1975
mlr.classif.ranger(9)_mtry11
mlr.classif.ranger(9)_min.node.size541
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.375662577874027
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
0.9119
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8824
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3669
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5218.6444
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1452
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
0.8814
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8983
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8983
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7027
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2645
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.823
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1727.4285
UserCPU time millis
733.159
UserCPU time millis testing
28.31
UserCPU time millis training
704.849