Run
8851433

Run 8851433

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 27-01-2018 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(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees934
mlr.classif.ranger(9)_mtry149
mlr.classif.ranger(9)_min.node.size579
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.999920934764668
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.9964
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9848
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8626
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8477.0095
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0295
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1156
Cross-validation details (10-fold Crossvalidation)
Number of instances
14395
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9851
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9854
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9854
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2553
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1063
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4424
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1773.7999
UserCPU time millis
846.485
UserCPU time millis testing
2.344
UserCPU time millis training
844.141