Run
8032011

Run 8032011

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.trees1329
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size25
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.92883270282764
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
0.9527
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8939
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7431
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2965.0533
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1948
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
0.8936
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8943
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8943
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4697
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2868
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6297
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1857.1082
UserCPU time millis
52.463
UserCPU time millis testing
3.875
UserCPU time millis training
48.588