Run
7903328

Run 7903328

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)_cost253.214838761007
mlr.classif.svm(6)_kernelpolynomial
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
0.8463
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7603
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.396
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1546.35
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2967
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
0.7772
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7835
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7835
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7153
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3816
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.838
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1328.2164
UserCPU time millis
444.64
UserCPU time millis testing
0.424
UserCPU time millis training
444.216