Run
207031

Run 207031

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)_cost20
R.3.1.2.classif.svm(4)_gamma0.05

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
0.8718
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.8603
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
327.6375
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.1041
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
0.8522
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.8951
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
2.4427
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.8951
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.4757
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
0.1776
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.5391
Cross-validation details (5 times 2-fold Crossvalidation)