OpenML
8506271

Run 8506271

Task 3896 (Supervised Classification) ada_agnostic Uploaded 08-11-2017 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(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1394
mlr.classif.ranger(15)_mtry29
mlr.classif.ranger(15)_min.node.size356
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.656144689721987
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.8882
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8357
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5448
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1667.1294
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2311
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3732
Cross-validation details (10-fold Crossvalidation)
Number of instances
4562
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8353
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8426
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.8426
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6193
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3332
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7715
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1325.0546
UserCPU time millis
46.08
UserCPU time millis testing
1.74
UserCPU time millis training
44.34