Given 900000 instances and 31 features representing manufacturing control data, build a neural network to predict whether the machine is in state 0 or state 1.
- 51% of the machines are in state 0 and 49% in state 1.
My model achieved 97,4% accuracy prediction on test data, topping the chart of the ML kaggle competition.