Run
8478418

Run 8478418

Task 145857 (Supervised Classification) phoneme Uploaded 05-11-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot1 botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1704
mlr.classif.ranger(13)_mtry4
mlr.classif.ranger(13)_min.node.size419
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.3188210030552
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
0.8636
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7889
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4892
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1598.9251
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.288
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
0.7882
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7896
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7896
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6945
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3718
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8165
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1238.4537
UserCPU time millis
146.485
UserCPU time millis testing
8.832
UserCPU time millis training
137.653