Category: algorithms

Naive Bayes is a simple but surprisingly powerful algorithm for predictive modeling. The model is comprised of two types of probabilities that can be calculated directly from your training …

Logistic Regression is a classification algorithm traditionally limited to only two-class classification problems. If you have more than two classes then the Linear Discriminant Analysis algorithm is the preferred …

Logistic Regression is another technique borrowed by machine learning from the field of statistics. It is the go-to method for binary classification problems (problems with two class values). Logistic …

The thief has found himself a new place for his thievery again. There is only one entrance to this area, called the “root.” Besides the root, each house has …

linear regression is perhaps one of the most well known and well understood algorithms in statistics and machine learning. Isn’t it a technique from statistics? Predictive modeling is primarily …