Run
8704594

Run 8704594

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.trees360
mlr.classif.ranger(16)_mtry6
mlr.classif.ranger(16)_min.node.size26
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.870639675413258
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
0.9318
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9001
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4859
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9935.5256
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1278
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
0.8974
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9071
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9071
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6185
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2509
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7806
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1367.6478
UserCPU time millis
384.385
UserCPU time millis testing
7.992
UserCPU time millis training
376.393