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Bayesian Networks

Bayesian Networks

What is Bayes Rule Formula?The Bayes Rule formula is a method that utilizes the concept of probability of events based on a previous experience of the event. There are alternatives in building this method when an event is known…

Support Vectors

Support Vectors

What is a support vector?A support vector is a collection of data points that serve as boundaries within a dataset on the separating hyperplane. They form an area that include other points that are similarly related in distance to…

Data Mining: Wine Quality

Data Mining: Wine Quality

Final Laboratory Assignment: Using K-Nearest Neighbors, Apriori, and Decision Tree j48 Introduction The dataset I’ve decided to explore is analyzing red wine dataset to determine the quality. There is a total of 1599 instances and 12 elements that determine…

Machine Learning - What is it?

Machine Learning - What is it?

Starting at the basic level, machine learning is a set of tasks working together to solve a problem. It is also a subfield of Artificial Intelligence. Machine learning uses a combination of statistical analysis, mathematics such as linear algebra, and…