Run
8378195

Run 8378195

Task 145833 (Supervised Classification) bank-marketing Uploaded 31-10-2017 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.trees1983
mlr.classif.ranger(13)_mtry10
mlr.classif.ranger(13)_min.node.size814
mlr.classif.ranger(13)_sample.fraction0.354319948842749
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
0.9147
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8855
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.392
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5978.9107
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1432
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
0.883
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8985
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8985
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6929
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.263
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8183
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1204.6855
UserCPU time millis
2559.39
UserCPU time millis testing
109.564
UserCPU time millis training
2449.826