Run
7905690

Run 7905690

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)_cost0.00777084278289777
mlr.classif.svm(6)_gamma0.660589234570108
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
0.8805
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8063
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5282
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2050.9254
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.26
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
0.8049
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8085
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8085
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6268
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3702
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.813
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1315.1103
UserCPU time millis
64.966
UserCPU time millis testing
0.821
UserCPU time millis training
64.145