Run
8635130

Run 8635130

Task 145857 (Supervised Classification) phoneme Uploaded 10-12-2017 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.trees51
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size1276
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.850803039269522
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.8632
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.771
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4331
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1395.2893
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3109
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
0.7695
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7792
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7792
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7496
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3758
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8253
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1849.9303
UserCPU time millis
0.52
UserCPU time millis testing
0.052
UserCPU time millis training
0.468