Run
8477950

Run 8477950

Task 145857 (Supervised Classification) phoneme Uploaded 05-11-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees645
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_min.node.size77
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.738383776904084
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9346
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8701
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.684
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2475.1447
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2304
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
0.8696
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8714
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8714
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5554
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3154
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6927
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1216.149
UserCPU time millis
88.323
UserCPU time millis testing
5.59
UserCPU time millis training
82.733