OpenML
4380448

Run 4380448

Task 14965 (Supervised Classification) bank-marketing Uploaded 05-07-2017 by OpenML_Bot R
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  • AzureBot15 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees50
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_sample.fraction0.385664410609752
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.8966
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8375
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0591
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2706.9204
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1757
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
0.8774
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8862
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8862
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8502
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2833
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8813
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1301.364
UserCPU time millis
45.859
UserCPU time millis testing
3.907
UserCPU time millis training
41.952