Run
511136

Run 511136

Task 3657 (Supervised Classification) fri_c2_500_5 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
0.8919
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8942
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7808
Cross-validation details (10-fold Crossvalidation)
KB relative information score
388.0735
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.106
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4816
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8946
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.894
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9735
Cross-validation details (10-fold Crossvalidation)
Recall
0.894
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2201
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4907
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3256
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6635
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.417
UserCPU time millis testing
0.043
UserCPU time millis training
0.374