# Blog

Using Logistic Regression to predict Loan Defaults

A Logistic Regression classifies observations by estimating the probability that an observation is in a particular category.

Spam Filtering using Naive Bayes Classifier

Naive Bayes is a probabilistic classification method based on the Bayes Theorem. In general, the Bayes Theorem gives the relationship between the probabilities of two events and their conditional probability.

Effective Forecasting using Linear Regression

Linear Regression is an analytical technique used to model the relationship between several input variables and a continuous outcome variable.

Effective Decision Making using Decision Trees

Decision Trees is a type of Supervised Algorithm, which uses a tree structure to specify sequences of decisions and consequences, for a given input X,

Driver Behaviour – Driver Monitoring and Analysis

Understanding Driving Behaviour, helps to improve traffic security by profiling and classifying drivers based on their individual driving pattern