Run
7987321

Run 7987321

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.trees1341
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size604
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.779839008068666
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
0.8821
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8005
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5111
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1829.6917
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.271
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
0.7989
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8044
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8044
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6534
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3579
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.786
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1827.287
UserCPU time millis
34.915
UserCPU time millis testing
1.344
UserCPU time millis training
33.571