Run
8392710

Run 8392710

Task 145833 (Supervised Classification) bank-marketing Uploaded 01-11-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot1 botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1330
mlr.classif.ranger(13)_mtry9
mlr.classif.ranger(13)_min.node.size224
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.521463780058548
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
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
0.9283
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8976
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4674
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8521.7463
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1325
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
0.8952
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9062
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9062
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6411
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2535
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7888
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1198.1797
UserCPU time millis
3267.136
UserCPU time millis testing
93.628
UserCPU time millis training
3173.508