Run
7987247

Run 7987247

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.trees258
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size569
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.146218617702834
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
0.8157
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7736
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4514
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1087.7611
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3324
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
0.7726
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7748
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7748
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8014
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3979
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8739
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1837.1902
UserCPU time millis
1.736
UserCPU time millis testing
0.134
UserCPU time millis training
1.602