Run
8604569

Run 8604569

Task 145833 (Supervised Classification) bank-marketing Uploaded 01-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1850
mlr.classif.ranger(16)_mtry4
mlr.classif.ranger(16)_min.node.size243
mlr.classif.ranger(16)_sample.fraction0.149687638692558
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9128
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8636
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2286
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3993.2411
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.153
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
0.8803
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.895
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.895
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7406
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2662
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8283
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1175.2822
UserCPU time millis
284.574
UserCPU time millis testing
26.345
UserCPU time millis training
258.229