Run
8102453

Run 8102453

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.trees1030
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size1711
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.790130771882832
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
0.8584
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7603
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.401
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1232.3191
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3249
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
0.7622
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7744
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7744
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7833
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3826
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8402
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1847.3482
UserCPU time millis
6.644
UserCPU time millis testing
0.926
UserCPU time millis training
5.718