Bayesian Classifiers in Pattern Recognition

Bayesian Classifiers Pattern Recognition aur Machine Learning ke powerful statistical classifiers hain jo Bayes' Theorem ke basis par unknown data ko classify karte hain. Ye Prior Probability, Likelihood aur Posterior Probability ka use karke sabse probable class select karte hain. Naive Bayes, Gaussian Naive Bayes, Multinomial Naive Bayes aur Bernoulli Naive Bayes iske popular types hain. Face Recognition, OCR, Spam Detection, Medical Diagnosis aur NLP mein inka bahut important role hai.