Prediction with Logistic Regression

After building a logistic model to predict football outcomes, I built a visualization to illustrate how the different features determine the likelihood of game outcome. The most interesting finding is that total yards behaved opposite of expectation. The more total yards a team earned the less likely they would win the game. Further inspection indicates this surprising result is due to multicollinearity.