Run
7905138

Run 7905138

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)_cost2.24849545060834
mlr.classif.svm(6)_gamma207.715363671628
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
0.8828
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7344
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3323
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1489.0957
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2918
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
0.813
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7802
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7802
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7036
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.376
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8258
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1327.8163
UserCPU time millis
235.684
UserCPU time millis testing
1.092
UserCPU time millis training
234.592