Run
8558794

Run 8558794

Task 145857 (Supervised Classification) phoneme Uploaded 25-11-2017 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.trees70
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size65
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.573553247237578
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
0.9322
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8654
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6726
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2439.3986
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2327
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
0.8648
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8668
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8668
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5611
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3179
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.698
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1962.1975
UserCPU time millis
1.623
UserCPU time millis testing
0.092
UserCPU time millis training
1.531