Run
8781628

Run 8781628

Task 3485 (Supervised Classification) scene Uploaded 08-01-2018 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(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1283
mlr.classif.ranger(16)_mtry106
mlr.classif.ranger(16)_min.node.size22
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.496684801648371
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9727
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9445
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8012
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1417.0885
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1357
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
0.9509
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9481
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.9481
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4613
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2162
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5639
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1374.8049
UserCPU time millis
517.961
UserCPU time millis testing
1.417
UserCPU time millis training
516.544