Run
8478167

Run 8478167

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.trees117
mlr.classif.ranger(13)_mtry4
mlr.classif.ranger(13)_min.node.size1
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.8251791740302
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
0.9632
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.912
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7873
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3658.8853
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1376
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
0.9123
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.9123
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3317
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.256
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5623
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1205.6405
UserCPU time millis
69.925
UserCPU time millis testing
2.112
UserCPU time millis training
67.813