Run
7987446

Run 7987446

Task 145857 (Supervised Classification) phoneme Uploaded 17-10-2017 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.trees1574
mlr.classif.ranger(9)_mtry5
mlr.classif.ranger(9)_min.node.size46
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.995112582668662
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
0.9201
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8532
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.646
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2971.5005
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1816
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4147
Cross-validation details (10-fold Crossvalidation)
Number of instances
5404
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8532
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8533
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8533
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4378
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3224
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.708
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1837.266
UserCPU time millis
162.203
UserCPU time millis testing
3.933
UserCPU time millis training
158.27