Run
7906997

Run 7906997

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)_cost391.763735767156
mlr.classif.svm(6)_kernelpolynomial
mlr.classif.svm(6)_degree4
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
0.8558
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7412
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3468
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1457.665
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3027
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
0.7748
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7748
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7748
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.73
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3831
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8412
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1318.3079
UserCPU time millis
712.191
UserCPU time millis testing
0.462
UserCPU time millis training
711.729