Run
8634979

Run 8634979

Task 145833 (Supervised Classification) bank-marketing Uploaded 10-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees160
mlr.classif.ranger(15)_mtry16
mlr.classif.ranger(15)_min.node.size1149
mlr.classif.ranger(15)_sample.fraction0.397967707132921
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9091
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.888
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4117
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5819.8039
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1437
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
0.8848
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8989
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8989
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6953
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.265
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8245
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1485.0254
UserCPU time millis
83.05
UserCPU time millis testing
1.43
UserCPU time millis training
81.62