Run
8653245

Run 8653245

Task 3896 (Supervised Classification) ada_agnostic Uploaded 15-12-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees641
mlr.classif.ranger(15)_mtry20
mlr.classif.ranger(15)_min.node.size8
mlr.classif.ranger(15)_sample.fraction0.932100390084088
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
0.8945
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8435
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5682
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1884.5035
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.21
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
0.8429
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8492
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.8492
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5626
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3266
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7561
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1404.4838
UserCPU time millis
51.29
UserCPU time millis testing
1.73
UserCPU time millis training
49.56