Run
8277432

Run 8277432

Task 3891 (Supervised Classification) gina_agnostic 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.trees1955
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_min.node.size1174
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.770072786440142
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
0.8922
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7823
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5682
Cross-validation details (10-fold Crossvalidation)
KB relative information score
240.5113
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4747
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
0.7965
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7849
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.7849
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9496
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4756
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9513
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1301.0354
UserCPU time millis
60.152
UserCPU time millis testing
6.736
UserCPU time millis training
53.416