Run
207579

Run 207579

Task 3043 (Supervised Classification) sick 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
0.9106
Per class
Cross-validation details (33% Holdout set)
F measure
0.9697
Per class
Cross-validation details (33% Holdout set)
Kappa
0.7373
Cross-validation details (33% Holdout set)
KB relative information score
628.8292
Cross-validation details (33% Holdout set)
Mean absolute error
0.0437
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.1193
Cross-validation details (33% Holdout set)
Number of instances
1244
Per class
Cross-validation details (33% Holdout set)
Precision
0.9704
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.9719
Cross-validation details (33% Holdout set)
Prior entropy
0.3333
Cross-validation details (33% Holdout set)
Recall
0.9719
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.3664
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.2482
Cross-validation details (33% Holdout set)
Root mean squared error
0.1606
Cross-validation details (33% Holdout set)
Root relative squared error
0.647
Cross-validation details (33% Holdout set)