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## 3.2.6 Classification Algorithms Supported

This topic describes the information about the Classification Algorithms Supported.

The following algorithms are available as part of the framework.

Table 3-5 List of Algorithms

Serial Number | ALGORITHM | REMARKS
--- | --- | ---
1 | DECISION TREE | -
2 | NAÏVE BAYES | -
3 | RANDOM FOREST | -
4 | GENRALIZED LINEAR REGRESSION | Also handles RIDGE regression depending on the underlying pattern of data
5 | SUPPORT VECTOR MACHINES | Supports both linear and gaussian kernels
6 | NEURAL NETWORK | Uses default 1 layer with number of nodes <= 50

Note:

Users have the flexibility to select a specific algorithm or keep it as NULL for the framework to evaluate and best fit the algorithm to the underlying data.

Parent topic: Frameworks Supported