Run
8284228

Run 8284228

Task 145833 (Supervised Classification) bank-marketing Uploaded 28-10-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees368
mlr.classif.ranger(13)_mtry6
mlr.classif.ranger(13)_min.node.size253
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.707300994172692
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9287
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8951
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4493
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8138.2443
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.134
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
0.8931
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9053
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9053
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6488
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2537
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7894
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1306.2913
UserCPU time millis
760.502
UserCPU time millis testing
26.591
UserCPU time millis training
733.911