Run
513384

Run 513384

Task 3806 (Supervised Classification) fri_c0_500_10 Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.svm(5)Learner classif.svm from package(s) e1071.
classif.svm(5)_seed1
classif.svm(5)_kindMersenne-Twister
classif.svm(5)_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
0.861
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8618
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7232
Cross-validation details (10-fold Crossvalidation)
KB relative information score
361.74
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.138
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4994
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8625
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.862
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.862
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2764
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4997
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3715
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7434
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.621
UserCPU time millis testing
0.057
UserCPU time millis training
0.564