Run
7900590

Run 7900590

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)_cost0.169171724416666
mlr.classif.svm(6)_gamma26.6247673886665
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
0.9432
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8804
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7048
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3030.2977
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1858
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
0.8829
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.884
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.884
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4479
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2953
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6484
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1312.372
UserCPU time millis
135.137
UserCPU time millis testing
0.904
UserCPU time millis training
134.233