There are three main objectives for this project. The first objective is to create a neural network to determine if a patient has leukemia based on FCM data. The second objective is to create a testing system to validate the results of the neural network. Lastly, we need to optimize the training process to improve the performance of the neural network by modifying the number of network layers and system learning rate. Let’s delve deeper into the importance and significance of each of these goals. Our first goal is the most important, with the second goal being of a bit lesser importance. The third goal is also important because it would aid in making the model scalable; however, the other two prove the concept, so they should be the main areas to focus on.
Credit: Kiran Kumar