Machine Learning Algorithms

Categorization or grouping of machine learning algorithms is done in many ways i.e. Classification, Regression, Supervised, Un-Supervised, Probabilistic and Non-Probabilistic and many more. There are several reasons that determines the use of a any specific machine learning algorithm.

Below are five key components that play a critical role that helps in determining the machine learning algorithm to be used when solving any given problem statement:

1. Nature of input data
2. Nature of problem statement
3. Nature of the algorithm itself
4. Nature of the solution
5. Nature of the output data

Sources

1. Ravish Raj
2. Adam So