(supervised learnig classifiers)

Homework5-a: Compare the criteria used in the assessment of classifiers with each other and state which criteria or criteria were chosen in what kind of situations. (compare accurancy, prediction, recall, f-score, specificity, Confusion Matrix etc.)

Homework5-b: Investigate to what extent the approaches used in the selection of training and test sets affect the performance of the classifiers. Show the effects of the methods on success comparatively., (compare the effects of hold-out set, multiple random, sampling, k fold cross validation, bootstrapt approaches on the classifier. success of approaches)