public static RegressionProfile MakeRegressionProfile(double[] regressionResult)
{
var agency = new RegressionAgency
{
Gradation = (float)regressionResult[1],
Participation = (float)regressionResult[2],
Result = (float)regressionResult[3]
};
var appearance = new RegressionAppearance
{
Quality = (float)regressionResult[4],
Theme = (float)regressionResult[5],
Transmediality = (float)regressionResult[6],
VisualIdentity = (float)regressionResult[7]
};
var conflict = new RegressionConflict
{
Competitivity = (float)regressionResult[8],
Economy = (float)regressionResult[9],
Feedback = (float)regressionResult[10],
Interaction = (float)regressionResult[11],
Structure = (float)regressionResult[12],
Symmetry = (float)regressionResult[13],
CognitiveAbility = (float)regressionResult[14],
MentalAbility = (float)regressionResult[15],
PhysicalAbility = (float)regressionResult[16],
SocialAbility = (float)regressionResult[17]
};
var investment = new RegressionInvestment
{
Duration = (float)regressionResult[18],
Monetary = (float)regressionResult[19],
Setup = (float)regressionResult[20],
Space = (float)regressionResult[21]
};
var rules = new RegressionRules
{
Actions = (float)regressionResult[22],
Components = (float)regressionResult[23],
Conditions = (float)regressionResult[24],
Randomness = (float)regressionResult[25],
Resources = (float)regressionResult[26],
Variance = (float)regressionResult[27],
VictoryConditions = (float)regressionResult[28],
IdealNumberOfPlayers = (float)regressionResult[29],
RealNumberOfPlayers = (float)regressionResult[30]
};
return(new RegressionProfile
{
Agency = agency,
Appearance = appearance,
Conflict = conflict,
Investment = investment,
Rules = rules
});
}
/// <summary>
/// You can run regression algorithm by applying these rules
/// </summary>
/// <param name="inSample">Experimental data</param>
/// <param name="exactResult">Experimental result</param>
/// <returns></returns>
public static IList <IRule> GetRegeressionRule(IList <double[]> inSample, IList <double> exactResult)
{
return(RegressionRules.Get(inSample, exactResult).ToList());
}