OpenML
2362073

Run 2362073

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)_cost0.457612224864965
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
0.8359
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7279
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3131
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1297.8921
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3174
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
0.7563
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7631
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7631
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7652
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3968
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8715
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1732.9618
UserCPU time millis
28.432
UserCPU time millis testing
0.275
UserCPU time millis training
28.157