Run
8579610

Run 8579610

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.trees1645
mlr.classif.ranger(15)_mtry9
mlr.classif.ranger(15)_min.node.size3342
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.391831959760748
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
0.9005
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8593
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2085
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4378.6272
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1541
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
0.8656
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.89
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.89
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.746
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2717
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8453
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1365.2599
UserCPU time millis
526.14
UserCPU time millis testing
26.06
UserCPU time millis training
500.08