Run
207585

Run 207585

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)_cost7
R.3.1.2.classif.svm(4)_gamma0.04

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
0.9145
Per class
Cross-validation details (33% Holdout set)
F measure
0.9687
Per class
Cross-validation details (33% Holdout set)
Kappa
0.728
Cross-validation details (33% Holdout set)
KB relative information score
672.1416
Cross-validation details (33% Holdout set)
Mean absolute error
0.0416
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
0.9696
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.9711
Cross-validation details (33% Holdout set)
Prior entropy
0.3333
Cross-validation details (33% Holdout set)
Recall
0.9711
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.3484
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.2482
Cross-validation details (33% Holdout set)
Root mean squared error
0.159
Cross-validation details (33% Holdout set)
Root relative squared error
0.6405
Cross-validation details (33% Holdout set)