OpenML
2362343

Run 2362343

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)_cost1.31213982993409
mlr.classif.svm(7)_kernelpolynomial
mlr.classif.svm(7)_degree2
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
0.8273
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7243
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3058
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1248.4287
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3183
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
0.7313
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7496
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7496
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7674
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3993
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8769
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1736.4936
UserCPU time millis
26.628
UserCPU time millis testing
0.258
UserCPU time millis training
26.37