Run
8290708

Run 8290708

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.trees1361
mlr.classif.ranger(13)_mtry6
mlr.classif.ranger(13)_min.node.size203
mlr.classif.ranger(13)_sample.fraction0.748549236962572
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
0.9267
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8922
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.43
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7650.6137
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1362
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
0.8904
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9037
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9037
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.659
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2551
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7936
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1345.5463
UserCPU time millis
2647.679
UserCPU time millis testing
91.646
UserCPU time millis training
2556.033