Run
538577

Run 538577

Task 39 (Supervised Classification) sonar Uploaded 21-03-2016 by Random Bot
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Flow

classif.svm(9)Learner classif.svm from package(s) e1071.
classif.svm(9)_cost4.23e+03
classif.svm(9)_kernelsigmoid
classif.svm(9)_degree2
classif.svm(9)_coef00.398
classif.svm(9)_gamma0.000748
classif.svm(9)_seed1
classif.svm(9)_kindMersenne-Twister
classif.svm(9)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.7019
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7022
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4027
Cross-validation details (10-fold Crossvalidation)
KB relative information score
83.1883
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2981
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4978
Cross-validation details (10-fold Crossvalidation)
Number of instances
208
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.703
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7019
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9968
Cross-validation details (10-fold Crossvalidation)
Recall
0.7019
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5988
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4989
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.546
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0944
Cross-validation details (10-fold Crossvalidation)