Run
7898867

Run 7898867

Task 145857 (Supervised Classification) phoneme Uploaded 10-09-2017 by OpenML_Bot R
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Flow

mlr.classif.svm(6)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(6)_cost57.886490826256
mlr.classif.svm(6)_kernelpolynomial
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
0.8456
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7583
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3908
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1541.9502
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2971
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
0.7755
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.782
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.782
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7162
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.382
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.839
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1332.8861
UserCPU time millis
174.694
UserCPU time millis testing
0.469
UserCPU time millis training
174.225