OpenML
4383597

Run 4383597

Task 14965 (Supervised Classification) bank-marketing Uploaded 05-07-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot15 botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees420
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.172905985731632
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
0.9004
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8324
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0265
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2614.9989
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1764
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
0.8763
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8844
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8844
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8537
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2836
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8825
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1321.1184
UserCPU time millis
259.072
UserCPU time millis testing
18.734
UserCPU time millis training
240.338