Run
8686211

Run 8686211

Task 3485 (Supervised Classification) scene Uploaded 25-12-2017 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(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1100
mlr.classif.ranger(9)_mtry7
mlr.classif.ranger(9)_min.node.size2
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.932994903647341
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
0.9492
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8945
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6099
Cross-validation details (10-fold Crossvalidation)
KB relative information score
859.8224
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1867
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
0.9124
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9069
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.9069
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6346
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2712
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7075
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1858.6076
UserCPU time millis
73.084
UserCPU time millis testing
1.439
UserCPU time millis training
71.645