- Can use single neuron to do logistic regression (use logit as a smooth function)
- Use python’s Kera package (keras.io)
- Challenge model with a small neural network of two connected hidden layers with each 10 neurons
- Identify possible non linearities by looking at default rate occurrence per driver
- Examine gini as a function of driver threshold
- For bigger datasets use Python Theano or Tensorflow
