Run
8652282

Run 8652282

Task 14965 (Supervised Classification) bank-marketing Uploaded 15-12-2017 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.trees533
mlr.classif.ranger(16)_mtry3
mlr.classif.ranger(16)_min.node.size84
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.662910702778026
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
0.9261
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8849
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.375
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7120.0886
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.141
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
0.887
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.902
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.902
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6825
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2563
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7975
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1236.6455
UserCPU time millis
284.701
UserCPU time millis testing
10.243
UserCPU time millis training
274.458