Run
2856399

Run 2856399

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.trees571
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.687651807349175
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
0.9584
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9017
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7618
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3124.0459
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1833
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
0.9014
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9023
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.9023
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4419
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2765
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6072
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1273.9138
Total cost
UserCPU time millis
116.712
UserCPU time millis testing
8.638
UserCPU time millis training
108.074