Run
542805

Run 542805

Task 45 (Supervised Classification) splice Uploaded 23-03-2016 by Random Bot
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Flow

classif.svm(9)Learner classif.svm from package(s) e1071.
classif.svm(9)_cost8.88e+03
classif.svm(9)_kernelpolynomial
classif.svm(9)_degree5
classif.svm(9)_coef00.538
classif.svm(9)_gamma4.39e+03
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
0.8129
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7498
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5981
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1966.542
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.173
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4101
Cross-validation details (10-fold Crossvalidation)
Number of instances
3190
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8015
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7404
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.4804
Cross-validation details (10-fold Crossvalidation)
Recall
0.7404
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.422
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4528
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.416
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9187
Cross-validation details (10-fold Crossvalidation)