Run
8477953

Run 8477953

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.trees650
mlr.classif.ranger(13)_mtry4
mlr.classif.ranger(13)_min.node.size3
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.751164812152274
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
0.9624
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9121
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7873
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3583.6901
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1444
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
0.9119
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9125
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.9125
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3482
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.258
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5666
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1217.7263
UserCPU time millis
321.575
UserCPU time millis testing
10.008
UserCPU time millis training
311.567