Run
206943

Run 206943

Task 1824 (Supervised Classification) zoo Uploaded 27-02-2015 by Paula Branco
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Flow

R.3.1.2.classif.svm(4)The performanceEstimation standardWF using svm as the learner
R.3.1.2.classif.svm(4)_cost6
R.3.1.2.classif.svm(4)_gamma0.03

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
0.9828
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.8812
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.8631
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
330.5351
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.1027
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.2188
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
505
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Precision
0.8836
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.897
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
2.4427
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.897
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.4696
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.3294
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.1767
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.5364
Cross-validation details (5 times 2-fold Crossvalidation)