Part one defined the basic architecture of the Team Strength MLP (multi layer perceptron). The training process and its monitoring via Tensorboard was explained in part two. Now it is time to take a look at the prediction of football matches. Primarily this consists of following steps:
- Load the prediction data set
- Re-build neural network architecture and load pre-trained weights
- Execute prediction
The Bundesliga season 2017/18 will be the test case for this example. The season 2008 – 2016 were used to train the mode.