Run
8092136

Run 8092136

Task 145857 (Supervised Classification) phoneme Uploaded 18-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1199
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size305
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.268468081811443
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
0.8707
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7922
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4959
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1669.7458
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2833
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
0.7911
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7935
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7935
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.683
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3672
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8065
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1854.6195
UserCPU time millis
18.527
UserCPU time millis testing
1.211
UserCPU time millis training
17.316