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Information Technologies Deneme Sınavı Sorusu #1276932
Information Technologies Deneme Sınavı Sorusu #1276932
The classification technique based on some probabilistic computations such as computing probability of an object belonging to a class is called:
Decision tree induction. |
If-then rule. |
Neural network based approach. |
K-nearest neighbor. |
Bayesian classifier. |
Yanıt Açıklaması:
Bayesian classifier is one of the mostly known classification techniques. It is based on some probabilistic computations such as computing probability of an object belonging to a class. Bayesian classifiers use Bayes’ theorem. According to Bayes’ theorem, let X be an object and H be a hypothesis that X belongs to class C. The probability of H holds is shown as P(H|X) and it is calculated as follows: P(H|X) = P(X|H)*P(H)/P(X).
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