Run
8568289

Run 8568289

Task 145833 (Supervised Classification) bank-marketing Uploaded 27-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees505
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size286
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.761686317855492
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
0.9204
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8639
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2287
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5437.9556
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.152
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
0.8852
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8961
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8961
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7356
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2626
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8171
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1826.4037
UserCPU time millis
150.259
UserCPU time millis testing
6.744
UserCPU time millis training
143.515