Overview Understanding key machine learning algorithms is crucial for solving real-world data problems effectively.Data ...

Dr. James McCaffrey of Microsoft Research uses Python code samples and screenshots to explain naive Bayes classification, a machine learning technique used to predict the class of an item based on two ...

During the making of an AI model, Performance metrics like accuracy, precision, recall, F1-score, ROC curves are used to ...

Naive Bayes classification is a classical machine learning technique to predict a discrete value. For example, you might want to predict the sex of a person (female or male) based on their job type, ...

Jessica Minnier, Ming Yuan, Jun S. Liu, Tianxi Cai, Risk Classification With an Adaptive Naive Bayes Kernel Machine Model, Journal of the American Statistical Association, Vol. 110, No. 509 (March ...