OpenML
8294048

Run 8294048

Task 3891 (Supervised Classification) gina_agnostic Uploaded 28-10-2017 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.trees1664
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_min.node.size1
mlr.classif.ranger(13)_sample.fraction0.438278803904541
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
0.9345
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8481
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6966
Cross-validation details (10-fold Crossvalidation)
KB relative information score
799.0887
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4082
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4999
Cross-validation details (10-fold Crossvalidation)
Number of instances
3468
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8521
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8486
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.8486
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8167
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4168
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8338
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1263.7901
UserCPU time millis
203.169
UserCPU time millis testing
16.66
UserCPU time millis training
186.509