Run
7964406

Run 7964406

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.trees510
mlr.classif.ranger(9)_mtry3
mlr.classif.ranger(9)_min.node.size31
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.519708618964069
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
0.943
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8798
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.709
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2899.3865
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1972
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
0.8794
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8803
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8803
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4756
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2969
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6519
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1845.264
UserCPU time millis
23.246
UserCPU time millis testing
1.005
UserCPU time millis training
22.241