Run
2862903

Run 2862903

Task 9952 (Supervised Classification) phoneme Uploaded 27-06-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot10 botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees695
mlr.classif.ranger(13)_mtry5
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.631710034236312
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9547
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8999
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7576
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3345.2092
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1624
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
0.8996
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9003
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.9003
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3915
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2733
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6003
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1273.281
UserCPU time millis
307.298
UserCPU time millis testing
7.237
UserCPU time millis training
300.061