📑A Machine Learning project for breast cancer detection and diagnosis employing multi-layer perceptron neural network(MLP) and Convolutional neural network(CNN) By implementing the Keras library
📚My reference is this article:
"An anatomization on breast cancer detection and diagnosis employing multi-layer perceptron neural network (MLP) and Convolutional neural network (CNN)" Meha Desai, Manan Shah; -Department of Electronics and Instrumentation Engineering, School of Electronics and Electrical Engineering, Vellore Institute of Technology, Tamil Nadu, India -Department of Chemical Engineering, School of Technology, Pandit Deendayal Petroleum University, Gandhinagar, Gujarat, India
💻First of all install prerequisites with pip install -r requirements.txt
then you can see experiments in notebook.ipynb files
Methods | Best Accuracy |
---|---|
MLP | 0.9385964912280702 |
CNN | 0.9649122807017544 |
Keras | 0.9714… |