Run
8254454

Run 8254454

Task 145833 (Supervised Classification) bank-marketing Uploaded 26-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1640
mlr.classif.ranger(9)_mtry3
mlr.classif.ranger(9)_min.node.size269
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.412256588088349
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
0.9221
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8738
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2968
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5920.0007
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1462
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
0.8842
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8989
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8989
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7075
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2598
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8083
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1819.3897
UserCPU time millis
391.612
UserCPU time millis testing
22.924
UserCPU time millis training
368.688