Run
8616441

Run 8616441

Task 145833 (Supervised Classification) bank-marketing Uploaded 04-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees121
mlr.classif.ranger(16)_mtry15
mlr.classif.ranger(16)_min.node.size217
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.120679806359112
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9098
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8841
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3782
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5174.0757
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1461
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
0.8828
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.899
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.899
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7071
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.265
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8245
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1200.1276
UserCPU time millis
39.928
UserCPU time millis testing
1.242
UserCPU time millis training
38.686