Run
8790538

Run 8790538

Task 145833 (Supervised Classification) bank-marketing Uploaded 15-01-2018 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.trees1981
mlr.classif.ranger(16)_mtry16
mlr.classif.ranger(16)_min.node.size31
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.752062125271186
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
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
0.9287
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9011
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4981
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10435.8761
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1247
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
0.8983
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9062
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9062
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6037
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2521
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7844
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1366.6752
UserCPU time millis
2369.383
UserCPU time millis testing
39.407
UserCPU time millis training
2329.976