OpenML
8275510

Run 8275510

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.trees1060
mlr.classif.ranger(13)_mtry9
mlr.classif.ranger(13)_min.node.size252
mlr.classif.ranger(13)_sample.fraction0.513136585778557
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
0.9357
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8526
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7052
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1174.8512
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3573
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
0.8527
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8527
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.8527
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7148
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3785
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7571
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1272.6771
UserCPU time millis
83.737
UserCPU time millis testing
5.481
UserCPU time millis training
78.256