Simple neural network model using Keras for predicting benign and malignant(cancerous) breast tumors. Reaches accuracy of over 95%.
Breast Cancer Wisconsin (Diagnostic) Data Set https://www.kaggle.com/uciml/breast-cancer-wisconsin-data
This dataset labels each tumor as either malignant('M' or 1), or benign('B' or 0). There are thirty features.
This neural network has thirty inputs and one 10-neuron hidden layer with a Rectified Linear Unit(ReLU) activation, followed by an output layer with a sigmoid activation.
