Run
8284834

Run 8284834

Task 145833 (Supervised Classification) bank-marketing Uploaded 28-10-2017 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.trees1367
mlr.classif.ranger(13)_mtry3
mlr.classif.ranger(13)_min.node.size107
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.264465468027629
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
0.9207
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8767
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3157
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5650.1415
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1474
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
0.8853
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8999
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8999
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7133
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2607
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8111
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1285.1669
UserCPU time millis
1417.162
UserCPU time millis testing
87.957
UserCPU time millis training
1329.205