Run
8478170

Run 8478170

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.trees1359
mlr.classif.ranger(13)_mtry2
mlr.classif.ranger(13)_min.node.size4
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.92029427641537
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
0.9657
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9145
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7932
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3584.397
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1453
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
0.9143
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9147
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.9147
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3503
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2545
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.559
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1203.5157
UserCPU time millis
499.835
UserCPU time millis testing
25.551
UserCPU time millis training
474.284