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Enhanced Binary Cuckoo Search with Frequent Values and RST (EBCS)
... Binary Cuckoo Search with traditional Objective function (Rough set theory dependency degree), This aims to evaluate the new objective function compared to traditional objective function: EBCS-Eq.(2).
4. Reducing the dataset based on the specific features which entered by user. (notice the first index is 0): Reduction.
5. Splitting dataset into training and test datasets randomly with different percentages determined by user.
Note: put any dataset (CSV formt) in datasets directory.
This project includes the implementation of a neural network MLP, RBF, SOM and Hopfield networks in several popular programming languages. The project also includes examples of the use of neural networks as function approximation and time series prediction. Includes a special program makes it easy to test neural network based on training data and the optimization of the network.