Run
511340

Run 511340

Task 3685 (Supervised Classification) chatfield_4 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
0.8717
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8804
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.749
Cross-validation details (10-fold Crossvalidation)
KB relative information score
175.2545
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1191
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4784
Cross-validation details (10-fold Crossvalidation)
Number of instances
235
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8804
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8809
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9689
Cross-validation details (10-fold Crossvalidation)
Recall
0.8809
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.249
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.489
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3452
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7059
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.296
UserCPU time millis testing
0.062
UserCPU time millis training
0.234