Run
8579578

Run 8579578

Task 145833 (Supervised Classification) bank-marketing Uploaded 28-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1041
mlr.classif.ranger(15)_mtry6
mlr.classif.ranger(15)_min.node.size12
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.45579182729125
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9335
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9017
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4966
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9996.9685
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1274
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
0.899
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9079
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9079
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6166
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2496
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7764
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1438.0246
UserCPU time millis
792.94
UserCPU time millis testing
28.53
UserCPU time millis training
764.41