Run
7996102

Run 7996102

Task 145857 (Supervised Classification) phoneme Uploaded 17-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees508
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size184
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.375302044558339
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
0.9016
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8306
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5852
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2053.5387
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.256
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
0.8296
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8336
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8336
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6172
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3445
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7565
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1851.8567
UserCPU time millis
11.61
UserCPU time millis testing
0.493
UserCPU time millis training
11.117