Matlab R2022a: Are all prediction models available in Matlab?

Matlab R2022a: Are all prediction models available in Matlab?

Currently, I’m working on research that measures the performance of prediction models appropriate for real estate appraisal. These models are trained by providing a number of observations with known values for input and output variables to acquire the knowledge such that it can be used to predict the output for any new single or mass observations

I’m interested in the following models:

1) Multiple Regression Analysis (MRA)

2) Artificial Neural Network (ANN)

3) Fuzzy Logic (FL) – available in Matlab

4) Genetic Algorithm (GA) - Not sure if it’s available

5) Rough Set Theory (RST) - Not sure if it’s available

6) Expert System (ES) - Not sure if it’s available

Thank you

Jamal

Answer 1

[Star Strider]

Search the online documentation (and your own Help Center Browser) for predict.

This links to the first one that shows up, and there must be at least a hundred more (I lost count). The ga function does not have its own version because it is an optimiser and there is nothing in many problems to predict. Its results can be used as initial parameter estimates for regression algorithms, and those have their own predict functions.

Answer 2

[David Willingham]

Genetic Algorithms are available in the Global Optimization Toolbox.