Run
520457

Run 520457

Task 3884 (Supervised Classification) page-blocks Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.svm(7)Learner classif.svm from package(s) e1071.
classif.svm(7)_seed1
classif.svm(7)_kindMersenne-Twister
classif.svm(7)_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.

20 Evaluation measures

Area under ROC curve
0.8638
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9626
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7887
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4052.4471
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0358
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1838
Cross-validation details (10-fold Crossvalidation)
Number of instances
5473
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9628
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9642
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4768
Cross-validation details (10-fold Crossvalidation)
Recall
0.9642
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1948
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3031
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1892
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6244
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
7.369
UserCPU time millis testing
0.235
UserCPU time millis training
7.134