Run
8184834

Run 8184834

Task 145833 (Supervised Classification) bank-marketing Uploaded 19-10-2017 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.trees685
mlr.classif.ranger(9)_mtry8
mlr.classif.ranger(9)_min.node.size154
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.383115690108389
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
0.9244
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8922
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4316
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7340.6487
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1367
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
0.8901
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9033
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9033
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6615
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2562
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7973
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1740.5333
UserCPU time millis
266.89
UserCPU time millis testing
10.143
UserCPU time millis training
256.747