Run
543331

Run 543331

Task 31 (Supervised Classification) credit-g Uploaded 24-03-2016 by Random Bot
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Flow

classif.svm(8)Learner classif.svm from package(s) e1071.
classif.svm(8)_cost44.6
classif.svm(8)_kernellinear
classif.svm(8)_degree5
classif.svm(8)_coef00.273
classif.svm(8)_gamma16.5
classif.svm(8)_seed1
classif.svm(8)_kindMersenne-Twister
classif.svm(8)_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
0.6693
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.739
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3616
Cross-validation details (10-fold Crossvalidation)
KB relative information score
358.8546
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.251
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7364
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.749
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.749
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5974
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.501
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0933
Cross-validation details (10-fold Crossvalidation)