Run
2082741

Run 2082741

Task 9952 (Supervised Classification) phoneme Uploaded 21-04-2017 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(10)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(10)_num.trees1651
mlr.classif.ranger(10)_mtry1
mlr.classif.ranger(10)_replaceFALSE
mlr.classif.ranger(10)_sample.fraction0.369158641155809
mlr.classif.ranger(10)_num.threads1
mlr.classif.ranger(10)_verboseFALSE
mlr.classif.ranger(10)_openml.seed1
mlr.classif.ranger(10)_openml.kindMersenne-Twister
mlr.classif.ranger(10)_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
0.9471
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.885
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7212
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2806.7895
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2065
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
0.8846
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8856
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8856
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4979
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2962
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6505
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
844.833
UserCPU time millis
67.6
UserCPU time millis testing
5.89
UserCPU time millis training
61.71