Run
8852873

Run 8852873

Task 145848 (Supervised Classification) ilpd 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.trees256
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size47
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.400775732286274
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.7303
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6547
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.113
Cross-validation details (10-fold Crossvalidation)
KB relative information score
56.2284
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3537
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4091
Cross-validation details (10-fold Crossvalidation)
Number of instances
583
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.656
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.705
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.705
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8645
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.421
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9313
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1785.3511
UserCPU time millis
0.714
UserCPU time millis testing
0.089
UserCPU time millis training
0.625