Run
8703769

Run 8703769

Task 145833 (Supervised Classification) bank-marketing Uploaded 27-12-2017 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.trees608
mlr.classif.ranger(16)_mtry14
mlr.classif.ranger(16)_min.node.size27319
mlr.classif.ranger(16)_sample.fraction0.902311372966506
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
0.8746
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8595
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2097
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4598.808
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1548
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
0.8658
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8901
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8901
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7493
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2757
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8577
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1365.5302
UserCPU time millis
205.463
UserCPU time millis testing
4.245
UserCPU time millis training
201.218