Run
7898360

Run 7898360

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)_cost480.225692444954
mlr.classif.svm(6)_kernelpolynomial
mlr.classif.svm(6)_degree4
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
0.8559
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7416
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3478
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1465.9776
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.302
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
0.7749
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.775
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.775
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7282
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3827
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8404
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1318.3219
UserCPU time millis
865.05
UserCPU time millis testing
0.509
UserCPU time millis training
864.541