OpenML
8238998

Run 8238998

Task 9952 (Supervised Classification) phoneme Uploaded 25-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees187
mlr.classif.ranger(9)_mtry5
mlr.classif.ranger(9)_min.node.size46
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.154917863709852
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
0.9117
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8451
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6221
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2264.0596
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2412
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
0.8443
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8472
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8472
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5815
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3345
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7346
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1823.0948
UserCPU time millis
4.293
UserCPU time millis testing
0.198
UserCPU time millis training
4.095