Run
7991537

Run 7991537

Task 145857 (Supervised Classification) phoneme Uploaded 17-10-2017 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.trees973
mlr.classif.ranger(9)_mtry5
mlr.classif.ranger(9)_min.node.size1818
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.856231637741439
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
0.8082
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.762
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4477
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1261.4225
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3103
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
0.7754
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7556
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7556
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7482
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3937
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8646
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1855.4813
UserCPU time millis
11.501
UserCPU time millis testing
0.838
UserCPU time millis training
10.663