The K Nearest Neighbor Algorithm (Prediction) Demonstration by MySQL
The K Nearest Neighbor (KNN) Algorithm is well known by its simplicity and robustness in the domain of data mining and machine learning. It is actually a method based …
Category: machine learning
The Machine Learning Case Study – How to Predict Weight over Height/Gender using Linear Regression?
Machine learning is very popular nowadays. Everybody claims that they are doing it 🙂 This tutorial will try to explain a few terms in the field of machine learning …
A Short Introduction: Boosting and AdaBoost
Boosting is an ensemble technique that attempts to create a strong classifier from a number of weak classifiers. This is done by building a model from the training data, …
A Short Introduction: Bagging and Random Forest
Random Forest is one of the most popular and most powerful machine learning algorithms. It is a type of ensemble machine learning algorithm called Bootstrap Aggregation or bagging. The …
A Short Introduction: Support Vector Machines
Support Vector Machines are perhaps one of the most popular and talked about machine learning algorithms. A hyperplane is a line that splits the input variable space. In Support …