Fit the model
Now that you've enriched the tournament dataset and built a model to make use of the new data, fit that model to the tournament data.
Note that this model
has only one input layer that is capable of handling all 3 inputs, so it's inputs and outputs do not need to be a list.
Tournament games are split into a training set and a test set. The tournament games before 2010 are in the training set, and the ones after 2010 are in the test set.
This exercise is part of the course
Advanced Deep Learning with Keras
Exercise instructions
- Fit the model to the
games_tourney_train
dataset using 1 epoch. - The input columns are
'home'
,'seed_diff'
, and'pred'
. - The target column is
'score_diff'
.
Hands-on interactive exercise
Have a go at this exercise by completing this sample code.
# Fit the model
____(____[['____', '____', '____']],
____['____'],
epochs=____,
verbose=True)