Run
8016563

Run 8016563

Task 9952 (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.trees611
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size7
mlr.classif.ranger(9)_sample.fraction0.531571090663783
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
0.9529
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8932
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7417
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3165.3708
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1777
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
0.8929
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8934
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8934
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4284
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2804
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6157
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1840.4474
UserCPU time millis
36.614
UserCPU time millis testing
1.609
UserCPU time millis training
35.005