Run
8776446

Run 8776446

Task 3485 (Supervised Classification) scene Uploaded 05-01-2018 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.trees1321
mlr.classif.ranger(9)_mtry87
mlr.classif.ranger(9)_min.node.size4
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.203574836975895
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
0.9524
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9021
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6388
Cross-validation details (10-fold Crossvalidation)
KB relative information score
968.1652
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.183
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2942
Cross-validation details (10-fold Crossvalidation)
Number of instances
2407
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9196
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9132
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.9132
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.622
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2642
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6891
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1721.9616
UserCPU time millis
172.309
UserCPU time millis testing
0.96
UserCPU time millis training
171.349