OpenML
8361389

Run 8361389

Task 31 (Supervised Classification) credit-g Uploaded 31-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1360
mlr.classif.ranger(13)_mtry12
mlr.classif.ranger(13)_min.node.size161
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.495584003999829
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
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
0.7687
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6883
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2265
Cross-validation details (10-fold Crossvalidation)
KB relative information score
132.0946
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3606
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7147
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.733
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.733
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8582
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.417
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9099
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1325.5416
UserCPU time millis
16.576
UserCPU time millis testing
1.264
UserCPU time millis training
15.312