Run
207072

Run 207072

Task 1824 (Supervised Classification) zoo Uploaded 27-02-2015 by Paula Branco
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

R.3.1.2.classif.svm(4)The performanceEstimation standardWF using svm as the learner
R.3.1.2.classif.svm(4)_cost12
R.3.1.2.classif.svm(4)_gamma0.2

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
0.982
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.8986
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.8867
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
327.5399
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.1034
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
0.8962
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.9149
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
2.4427
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.9149
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.4729
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
0.1758
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.5337
Cross-validation details (5 times 2-fold Crossvalidation)