Run
8093997

Run 8093997

Task 145857 (Supervised Classification) phoneme Uploaded 18-10-2017 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.trees839
mlr.classif.ranger(9)_mtry5
mlr.classif.ranger(9)_min.node.size1034
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.888965814444237
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
0.8472
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7712
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4394
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1576.6617
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2873
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
0.7689
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7755
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7755
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6928
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3779
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8299
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1857.1082
UserCPU time millis
23.682
UserCPU time millis testing
0.755
UserCPU time millis training
22.927