public void printPerformance(InstanceList instanceList, String description) {
System.out.println(description);
System.out.println("Accuracy: " + classifier.getAccuracy(instanceList));
LabelAlphabet labelAlphabet = classifier.getLabelAlphabet();
Iterator iterator = labelAlphabet.iterator();
while (iterator.hasNext()) {
Object label = iterator.next();
double p = classifier.getPrecision(instanceList, label);
double r = classifier.getRecall(instanceList, label);
double f1 = classifier.getF1(instanceList, label);
System.out.println("Precision[" + label + "] = " + p);
System.out.println("Recall[" + label + "] = " + r);
System.out.println("F1[" + label + "] = " + f1);
System.out.println("");
}
ExtendedTrial trial = new ExtendedTrial(classifier, instanceList);
System.out.println("Overall performance\n=====");
System.out.println("Precision: " + trial.getPrecision());
System.out.println("Recall: " + trial.getRecall());
System.out.println("F1: " + trial.getF1());
System.out.println("Fall-out: " + trial.getFallOut());
trial.showErrors();
}
