Run
8290835

Run 8290835

Task 145833 (Supervised Classification) bank-marketing Uploaded 28-10-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees115
mlr.classif.ranger(13)_mtry12
mlr.classif.ranger(13)_min.node.size72
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.914015519106761
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
0.9306
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9006
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4929
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10346.6516
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1254
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
0.8978
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9064
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9064
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.607
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2512
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7816
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1344.4345
UserCPU time millis
599.622
UserCPU time millis testing
8.899
UserCPU time millis training
590.723