5.2.6 Classification Algorithms Supported
This topic describes the information about the Classification Algorithms Supported.
The following algorithms are available as part of the framework.
Table 5-5 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