OpenML
2362306

Run 2362306

Task 145857 (Supervised Classification) phoneme Uploaded 30-05-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.svm(7)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(7)_cost0.0543565211277958
mlr.classif.svm(7)_kernelpolynomial
mlr.classif.svm(7)_degree4
mlr.classif.svm(7)_openml.seed1
mlr.classif.svm(7)_openml.kindMersenne-Twister
mlr.classif.svm(7)_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
0.8287
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7127
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2752
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1120.9934
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3319
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
0.7433
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7531
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7531
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8002
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.407
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8939
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1730.2409
UserCPU time millis
26.833
UserCPU time millis testing
0.289
UserCPU time millis training
26.544