Run
8704390

Run 8704390

Task 145833 (Supervised Classification) bank-marketing Uploaded 27-12-2017 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(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees960
mlr.classif.ranger(16)_mtry15
mlr.classif.ranger(16)_min.node.size3642
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.386480183945969
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.8615
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8282
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-611.6264
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1659
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
0.7797
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.883
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.883
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8029
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.285
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8867
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1367.4176
UserCPU time millis
294.721
UserCPU time millis testing
8.51
UserCPU time millis training
286.211