Run
8627113

Run 8627113

Task 145857 (Supervised Classification) phoneme Uploaded 08-12-2017 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.trees1960
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size619
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.820522676245309
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
0.8874
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8022
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5143
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1690.0873
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2877
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
0.8008
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8066
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8066
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6938
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3595
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7894
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1737.1272
UserCPU time millis
24.496
UserCPU time millis testing
1.977
UserCPU time millis training
22.519