Run
8266263

Run 8266263

Task 145833 (Supervised Classification) bank-marketing Uploaded 27-10-2017 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.trees1700
mlr.classif.ranger(9)_mtry7
mlr.classif.ranger(9)_min.node.size190
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.362833449151367
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.9272
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8951
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4501
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7885.8058
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1349
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
0.893
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9051
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9051
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6531
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2545
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7919
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1733.7613
UserCPU time millis
418.921
UserCPU time millis testing
21.902
UserCPU time millis training
397.019