OpenML
2362504

Run 2362504

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)_cost790.107788734226
mlr.classif.svm(7)_kernellinear
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
0.7759
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7191
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2944
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1085.125
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3317
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
0.7207
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7409
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7409
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7997
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4139
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9088
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1760.0628
UserCPU time millis
1682.507
UserCPU time millis testing
0.189
UserCPU time millis training
1682.318