Run
8186221

Run 8186221

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.trees1531
mlr.classif.ranger(9)_mtry11
mlr.classif.ranger(9)_min.node.size1744
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.152373823872767
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
0.8958
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8612
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2207
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4443.6774
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1531
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
0.8677
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8909
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8909
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7412
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.272
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8462
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1841.0925
UserCPU time millis
161.574
UserCPU time millis testing
11.332
UserCPU time millis training
150.242