Run
8092181

Run 8092181

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.trees505
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size1918
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.926409543235786
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
0.8596
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7614
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4044
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1252.994
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3229
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
0.7627
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7748
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7748
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7787
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3815
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8378
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1858.6775
UserCPU time millis
3.422
UserCPU time millis testing
0.451
UserCPU time millis training
2.971