Run
8775801

Run 8775801

Task 146803 (Supervised Classification) credit-g Uploaded 04-01-2018 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.trees1983
mlr.classif.ranger(16)_mtry19
mlr.classif.ranger(16)_min.node.size402
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.878104034904391
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
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
0.7129
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6842
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2172
Cross-validation details (10-fold Crossvalidation)
KB relative information score
108.6899
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3649
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6835
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.711
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.711
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8686
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4271
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9319
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1366.2755
UserCPU time millis
4.298
UserCPU time millis testing
0.435
UserCPU time millis training
3.863