Run
7899744

Run 7899744

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)_cost974.808616933022
mlr.classif.svm(6)_gamma70.5858586824305
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
0.9275
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8133
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5299
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2411.594
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2272
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
0.8372
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8301
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8301
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5479
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.332
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7292
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1311.7772
UserCPU time millis
258.513
UserCPU time millis testing
1.236
UserCPU time millis training
257.277