Run
8389839

Run 8389839

Task 145833 (Supervised Classification) bank-marketing Uploaded 01-11-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1538
mlr.classif.ranger(13)_mtry15
mlr.classif.ranger(13)_min.node.size653
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.793365100841038
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
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
0.921
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8963
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4629
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7986.3507
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1338
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
0.8934
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9043
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9043
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6475
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.257
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7995
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1202.9947
UserCPU time millis
6428.443
UserCPU time millis testing
106.123
UserCPU time millis training
6322.32