Run
8223766

Run 8223766

Task 145857 (Supervised Classification) phoneme Uploaded 24-10-2017 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.trees1611
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size1699
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.6089965950232
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
0.846
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7732
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4386
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1218.6717
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
0.7718
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7815
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7815
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7786
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3854
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8463
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
787.5702
UserCPU time millis
22.442
UserCPU time millis testing
1.832
UserCPU time millis training
20.61