INT301_Assessment 1
-Y4 SEM1 Sep-Feb, 2020
Module Code: INT301
Module Title: Biocomputation
Module Leader: Yang Sun
Module Credits: 5.00
Semester: SEM1
Assessment 1: MLP task in image classification
The main purpose of this assessment was to use MLP to conduct classification.
The main script is the "main.m", which includes the rudimentary format of MLP. I used the grid search to return the optimal hyperparameter and used the confusion matrix to visualize the result.
Owing to the requirements, we have to use the sigmoid as the activation function in each layer. Therefore, the final performance is not ideal enough
If you wish to see, you can download the zip file for easy manipulation.