Run
8242955

Run 8242955

Task 145833 (Supervised Classification) bank-marketing Uploaded 25-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees691
mlr.classif.ranger(9)_mtry6
mlr.classif.ranger(9)_min.node.size311
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.524670622660778
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
0.9261
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8923
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4296
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7416.5813
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1368
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
0.8908
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.904
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.904
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6621
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2555
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7951
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1814.81
UserCPU time millis
186.458
UserCPU time millis testing
8.222
UserCPU time millis training
178.236