Source : Erbil Polytechnic University, University of Kurdistan Hewler
Link : Heart Disease Classification
The objective in this milestone is to do a preliminary test on Feedforward Neural Network (FNN) and Particle Swarm Optimization Feedforward Neural Network (PSOFNN) for health data classification.
Firstly, I applied FNN to perform heart disease data classification. Since the data has been preprocessed, I've only have to run minimal data transformation which are normalization of the features and the target. Three optimizers (SGD, Adam, and RMSprop) have been tested to compare the training and test results.
Subsequently, I applied PSO to train FNN on the same dataset.
FNN link : How to Use Keras to Solve Classification Problems with a Neural Network
PSOFNN link : Pyswarms: Training a Neural Network
contact: charlene.lim.kh@gmail.com