Run
2869819

Run 2869819

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.trees1238
mlr.classif.ranger(13)_mtry2
mlr.classif.ranger(13)_sample.fraction0.433753471169621
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
0.9516
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8926
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7399
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3015.1071
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1901
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
0.8923
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.893
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.893
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.286
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6281
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1239.3912
UserCPU time millis
216.483
UserCPU time millis testing
10.935
UserCPU time millis training
205.548