Run
8704717

Run 8704717

Task 145833 (Supervised Classification) bank-marketing Uploaded 27-12-2017 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.trees1697
mlr.classif.ranger(16)_mtry8
mlr.classif.ranger(16)_min.node.size330
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.328757327445783
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
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
0.923
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8916
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4265
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7139.0074
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1379
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
0.8899
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9034
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9034
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6674
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2572
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8003
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1367.4781
UserCPU time millis
601.462
UserCPU time millis testing
23.086
UserCPU time millis training
578.376