Run
8568286

Run 8568286

Task 145833 (Supervised Classification) bank-marketing Uploaded 27-11-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees363
mlr.classif.ranger(9)_mtry12
mlr.classif.ranger(9)_min.node.size12
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.183976606884971
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
0.93
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9017
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4965
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9359.4513
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1296
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
0.899
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.908
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.908
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6274
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2513
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7817
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1847.3406
UserCPU time millis
163.056
UserCPU time millis testing
4.529
UserCPU time millis training
158.527