Run
7905206

Run 7905206

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)_cost0.103155917136255
mlr.classif.svm(6)_gamma299.857790098377
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
0.8294
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7136
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2827
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1009.2052
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.322
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
0.8076
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7683
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7683
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7764
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3917
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8601
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1322.4735
UserCPU time millis
126.54
UserCPU time millis testing
0.855
UserCPU time millis training
125.685