Run
8277430

Run 8277430

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
  • 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.trees705
mlr.classif.ranger(13)_mtry30
mlr.classif.ranger(13)_min.node.size980
mlr.classif.ranger(13)_sample.fraction0.553533883928321
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
0.8981
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8177
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6353
Cross-validation details (10-fold Crossvalidation)
KB relative information score
866.7206
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3989
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
0.8178
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8178
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.8178
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7981
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4125
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8251
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1301.057
UserCPU time millis
53.177
UserCPU time millis testing
3.362
UserCPU time millis training
49.815