Run
8635083

Run 8635083

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.trees718
mlr.classif.ranger(15)_mtry16
mlr.classif.ranger(15)_min.node.size5548
mlr.classif.ranger(15)_sample.fraction0.914435223420151
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
0.8949
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8596
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2106
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4436.0062
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1509
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
0.8659
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8901
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8901
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7303
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2725
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8477
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1358.1961
UserCPU time millis
470.26
UserCPU time millis testing
7.51
UserCPU time millis training
462.75