More detail about the challenge here
Implemented a 5 layer neural network. 3 FC Layers, 1 Dropout layer, 1 Batch Normalisation Layer.
1 Make the network deeper
2 Tune the learning rate
3 Try Logistic Regression
74% Accuracy on the validation set. (Check the notebook for details on the dataset split)
.83 AUC score