Run
7901773

Run 7901773

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)_cost62.1414906354923
mlr.classif.svm(6)_gamma228.171187499495
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
0.8696
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.723
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.305
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1402.4339
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2987
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
0.8093
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7735
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7735
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7203
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3812
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8371
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1327.8872
UserCPU time millis
231.593
UserCPU time millis testing
0.878
UserCPU time millis training
230.715