Run
8635018

Run 8635018

Task 145833 (Supervised Classification) bank-marketing Uploaded 10-12-2017 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.trees1862
mlr.classif.ranger(15)_mtry7
mlr.classif.ranger(15)_min.node.size24
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.843822921183892
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
0.9314
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8998
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4858
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10043.797
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1271
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
0.8969
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9063
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9063
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6153
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2511
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7813
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1383.4291
UserCPU time millis
2048.05
UserCPU time millis testing
64.44
UserCPU time millis training
1983.61