Run
7996254

Run 7996254

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.trees1922
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size272
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.514158185129054
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
0.8981
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8252
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5708
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2014.1959
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2584
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
0.8244
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.829
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.829
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6231
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3469
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7618
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1857.2361
UserCPU time millis
48.549
UserCPU time millis testing
2.13
UserCPU time millis training
46.419