Run
8284558

Run 8284558

Task 145833 (Supervised Classification) bank-marketing Uploaded 28-10-2017 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.trees377
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_min.node.size8
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.508368739439175
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
0.9015
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8369
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0552
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2912.8379
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1752
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
0.8797
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8861
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8861
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.848
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2823
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8784
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1289.7995
UserCPU time millis
291.802
UserCPU time millis testing
19.574
UserCPU time millis training
272.228