Run
8212476

Run 8212476

Task 145833 (Supervised Classification) bank-marketing Uploaded 23-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1592
mlr.classif.ranger(9)_mtry9
mlr.classif.ranger(9)_min.node.size948
mlr.classif.ranger(9)_sample.fraction0.375927690346725
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.9074
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8777
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3278
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3888.6333
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.15
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
0.8814
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8985
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8985
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.726
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2672
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8313
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1856.125
UserCPU time millis
342.926
UserCPU time millis testing
18.544
UserCPU time millis training
324.382