A simple program to classify types of iris flower, by giving length and width of its sepal and petal.
The Dataset is taken from UCI Machine Learning Repository.
The program has been compiled and exported into a MATLAB standalone application. Which means your computer only requires MATLAB runtime installed to run the program but not the full MATLAB software.
- Neural Network
- Programming Technique(To integrate the network model into user friendly classification program)
I was really enjoyed when I was developing the program. I firstly tried to train a neural network by feeding the network with a bunch of data, but the performance was not going really well, until I figured out to use a different learning algorithm which improves the model by a lot. I did not stop when I have succesfully trained the model, I could feed the network with new data to see what output I could get (programatically), but it was not easy especially for others who do not know MATLAB programming language, so I decided to try if I could take the trained model and develop a more user friendly input method, and I made it! It was glad to know we can always apply something we have learned in the past to create something better.
User Input
Program Output
