private static void TestGoalDifferencePrediction()
{
var game = new GoalDifference.ModelInput()
{
Team1GoalKeeper = "Philipp",
Team1Striker = "Michael",
Team2GoalKeeper = "Roman",
Team2Striker = "Markus",
Weekday = "Monday",
Hour = 12
};
GoalDifference.ModelOutput predictionResult = GoalDifference.ConsumeModel.Predict(game);
Console.WriteLine("========== Goal Difference Prediction ==========");
Console.WriteLine($"{game.Team1GoalKeeper} + {game.Team1Striker} vs. {game.Team2GoalKeeper} + {game.Team2Striker}");
Console.WriteLine($"Model Result: {predictionResult.Score}");
int roundedDifference = (int)Math.Round(predictionResult.Score);
int goalsTeam1;
int goalsTeam2;
if (predictionResult.Score > 0)
{
// Team 1 wins
goalsTeam1 = 5;
goalsTeam2 = 5 - roundedDifference;
}
else
{
// Team 2 wins
goalsTeam1 = 5 + roundedDifference;
goalsTeam2 = 5;
}
Console.WriteLine($"Expected Goals: {goalsTeam1} : {goalsTeam2}");
}