1.3 Machine Learning Techniques and Algorithms
Machine learning problems are categorized into mining techniques. Each machine learning function specifies a class of problems that can be modeled and solved. An algorithm is a mathematical procedure for solving a specific kind of problem.
- What is a Machine Learning Algorithm
An algorithm is a mathematical procedure for solving a specific kind of problem. For some machine learning techniques, you can choose among several algorithms. - Supervised Learning
Supervised learning is also known as directed learning. The learning process is directed by a previously known dependent attribute or target. - Unsupervised Learning
Unsupervised learning is non-directed. There is no distinction between dependent and independent attributes. There is no previously-known result to guide the algorithm in building the model.
Parent topic: Overview