Run
7906999

Run 7906999

Task 145857 (Supervised Classification) phoneme Uploaded 10-09-2017 by OpenML_Bot R
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  • AzureBot21 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.svm(6)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(6)_cost370.691013670104
mlr.classif.svm(6)_kernelpolynomial
mlr.classif.svm(6)_degree5
mlr.classif.svm(6)_openml.seed1
mlr.classif.svm(6)_openml.kindMersenne-Twister
mlr.classif.svm(6)_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
0.8665
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.756
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3843
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1574.4131
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2976
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
0.7934
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7872
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7872
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7174
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.377
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.828
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1313.8935
Total cost
UserCPU time millis
1373.482
UserCPU time millis testing
0.263
UserCPU time millis training
1373.219