Run
8275276

Run 8275276

Task 145833 (Supervised Classification) bank-marketing Uploaded 27-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot1 botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees698
mlr.classif.ranger(13)_mtry3
mlr.classif.ranger(13)_min.node.size6
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.182697209320031
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
0.9265
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8885
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4005
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7537.222
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1399
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
0.8891
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9034
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9034
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6771
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2553
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7944
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1323.4837
UserCPU time millis
761.971
UserCPU time millis testing
49.663
UserCPU time millis training
712.308