private static void Main()
{
IEnumerable <Match> matches = LoadMatches(@"Assets\results.csv");
IEnumerable <Coordinate> coordinates = matches
.Select(m => new Coordinate
{
X = m.ResultImpliedProbabilityExclVigorish(),
Y = (int)m.AbsoluteMargin
});
RegressionResult regressionResult = LinearRegression(coordinates);
Match match = GetMatchInputs();
double predictedValue = PredictMargin(regressionResult, match.PredictedWinnerImpliedProbabilityExclVigorish());
Console.WriteLine();
Console.WriteLine($"{match.PredictedWinnerName().FormatMatchResult()} is predicted with a margin of {Math.Round(predictedValue)}.");
Console.WriteLine();
Console.WriteLine("Press any key to exit...");
Console.ReadKey();
}
/// <summary> /// Predicts a margin of victory /// </summary> /// <param name="regressionResult">Linear regression model</param> /// <param name="impliedProbabilityExclVigorish">Implied probability of victory excl. vigorish</param> /// <returns>Predicted margin of victory</returns> private static double PredictMargin(RegressionResult regressionResult, double impliedProbabilityExclVigorish) => (regressionResult.Slope * impliedProbabilityExclVigorish) + regressionResult.YIntercept;
