Run
8290889

Run 8290889

Task 145833 (Supervised Classification) bank-marketing Uploaded 28-10-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1414
mlr.classif.ranger(13)_mtry12
mlr.classif.ranger(13)_min.node.size180
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.598472348228097
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9257
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8967
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.466
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8307.3932
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1334
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
0.8938
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9045
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9045
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6457
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2552
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7939
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1323.4964
UserCPU time millis
4099.14
UserCPU time millis testing
96.693
UserCPU time millis training
4002.447