public DotaPSR(List <Player> team1, List <Player> team2)
{
sDebugString = "";
double[] team1weights = new double[team1.Count]; // = new List<int>();
double[] team2weights = new double[team2.Count]; // = new List<int>();
double team1weight = 0;
double team2weight = 0;
double team1totalpsr = 0;
double team2totalpsr = 0;
for (int i = 0; i < team1.Count; i++)
{
team1weights[i] = Math.Pow(team1[i].PSR, psf_teamRankWeighting);
team1weight += team1weights[i];
team1totalpsr += team1[i].PSR;
}
for (int i = 0; i < team2.Count; i++)
{
team2weights[i] = Math.Pow(team2[i].PSR, psf_teamRankWeighting);
team2weight += team2weights[i];
team2totalpsr += team2[i].PSR;
}
double team1avgpsr = team1totalpsr / team1.Count;
double team2avgpsr = team2totalpsr / team2.Count;
sDebugString += ("team1numplayers=" + team1.Count + Environment.NewLine);
sDebugString += ("team2numplayers=" + team2.Count + Environment.NewLine);
sDebugString += (Environment.NewLine);
sDebugString += ("team1avgpsr=" + team1avgpsr + Environment.NewLine);
sDebugString += ("team2avgpsr=" + team2avgpsr + Environment.NewLine);
sDebugString += (Environment.NewLine);
double team1rating = Math.Pow(team1weight, 1.0 / psf_teamRankWeighting);
double team2rating = Math.Pow(team2weight, 1.0 / psf_teamRankWeighting);
double diff = team1rating - team2rating;
double team1winprobability = 1.0 / (1.0 + Math.Pow(Math.E, ((-1.0 * diff) / psf_logisticPredictionScale)));
double team2winprobability = 1.0 - team1winprobability;
double[] team1kfactors = new double[team1.Count]; // = [];
double[] team2kfactors = new double[team2.Count]; // = [];
for (var i = 0; i < team1.Count; i++)
{
team1kfactors[i] = ((psf_medianScalingRank - team1[i].PSR) / psf_KFactorScale) + psf_baseKFactor;
team1kfactors[i] = Math.Min(team1kfactors[i], psf_maxKFactor);
team1kfactors[i] = Math.Max(team1kfactors[i], psf_minKFactor);
double distancefromteamavgpsr = team1[i].PSR - 50 - team1avgpsr;
if (distancefromteamavgpsr > 100)
{
distancefromteamavgpsr = 100;
}
if (distancefromteamavgpsr > 0 && distancefromteamavgpsr <= 100)
{
var implayingwithnewbiesfactor = (100.0 - distancefromteamavgpsr) / 100;
// sDebugString+= ("(scaling team1 player#" + (i + 1) + " kfactor by=" + implayingwithnewbiesfactor + ")");
team1kfactors[i] = implayingwithnewbiesfactor * team1kfactors[i];
}
}
for (var i = 0; i < team2.Count; i++)
{
team2kfactors[i] = ((psf_medianScalingRank - team2[i].PSR) / psf_KFactorScale) + psf_baseKFactor;
team2kfactors[i] = Math.Min(team2kfactors[i], psf_maxKFactor);
team2kfactors[i] = Math.Max(team2kfactors[i], psf_minKFactor);
double distancefromteamavgpsr = team2[i].PSR - 50 - team2avgpsr;
if (distancefromteamavgpsr > 100)
{
distancefromteamavgpsr = 100;
}
if (distancefromteamavgpsr > 0 && distancefromteamavgpsr <= 100)
{
double implayingwithnewbiesfactor = (100.0 - distancefromteamavgpsr) / 100;
// sDebugString+= ("(scaling team2 player#" + (i + 1) + " kfactor by=" + implayingwithnewbiesfactor + ")");
team2kfactors[i] = implayingwithnewbiesfactor * team2kfactors[i];
}
}
double[] team1winpts = new double[team1.Count]; // = [];
double[] team1losepts = new double[team1.Count]; // = [];
double[] team2winpts = new double[team2.Count]; // = [];
double[] team2losepts = new double[team2.Count]; // = [];
for (int i = 0; i < team1.Count; i++)
{
team1winpts[i] = Math.Ceiling(team2winprobability * team1kfactors[i]);
team1losepts[i] = Math.Floor(team1winprobability * team1kfactors[i]);
}
for (int i = 0; i < team2.Count; i++)
{
team2winpts[i] = Math.Ceiling(team1winprobability * team2kfactors[i]);
team2losepts[i] = Math.Floor(team2winprobability * team2kfactors[i]);
}
iTeam1WinPerc = (team1winprobability * 100);
iTeam2WinPerc = 100 - iTeam1WinPerc;
sDebugString += ("team1win%=" + iTeam1WinPerc + Environment.NewLine);
sDebugString += ("team2win%=" + iTeam2WinPerc + Environment.NewLine);
sDebugString += (Environment.NewLine);
sDebugString += ("team1kfactors=");
foreach (double d in team1kfactors)
{
sDebugString += (d + " ");
}
sDebugString += ("team2kfactors=");
foreach (double d in team2kfactors)
{
sDebugString += (d + " ");
}
sDebugString += (Environment.NewLine);
sDebugString += ("team1 win/lose=") + Environment.NewLine;
for (int i = 0; i < team1.Count; i++)
{
sDebugString += ("+" + team1winpts[i] + "/-" + team1losepts[i] + Environment.NewLine);
DotaPlayerPSR cPlayer = new DotaPlayerPSR(team1[i].Name, team1winpts[i], -team1losepts[i]);
cWinLoseDic.Add(cPlayer.Name, cPlayer);
}
sDebugString += (Environment.NewLine);
sDebugString += ("team2 win/lose=") + Environment.NewLine;
for (int i = 0; i < team2.Count; i++)
{
sDebugString += ("+" + team2winpts[i] + "/-" + team2losepts[i] + Environment.NewLine);
DotaPlayerPSR cPlayer = new DotaPlayerPSR(team2[i].Name, team2winpts[i], -team2losepts[i]);
cWinLoseDic.Add(cPlayer.Name, cPlayer);
}
sDebugString += (Environment.NewLine);
// return str;
}
public DotaPSR(List<Player> team1, List<Player> team2)
{
sDebugString = "";
double[] team1weights = new double[team1.Count];// = new List<int>();
double[] team2weights = new double[team2.Count];// = new List<int>();
double team1weight = 0;
double team2weight = 0;
double team1totalpsr = 0;
double team2totalpsr = 0;
for (int i = 0; i < team1.Count; i++)
{
team1weights[i] = Math.Pow(team1[i].PSR, psf_teamRankWeighting);
team1weight += team1weights[i];
team1totalpsr += team1[i].PSR;
}
for (int i = 0; i < team2.Count; i++)
{
team2weights[i] = Math.Pow(team2[i].PSR, psf_teamRankWeighting);
team2weight += team2weights[i];
team2totalpsr += team2[i].PSR;
}
double team1avgpsr = team1totalpsr / team1.Count;
double team2avgpsr = team2totalpsr / team2.Count;
sDebugString += ("team1numplayers=" + team1.Count + Environment.NewLine);
sDebugString += ("team2numplayers=" + team2.Count + Environment.NewLine);
sDebugString += (Environment.NewLine);
sDebugString += ("team1avgpsr=" + team1avgpsr + Environment.NewLine);
sDebugString += ("team2avgpsr=" + team2avgpsr + Environment.NewLine);
sDebugString += (Environment.NewLine);
double team1rating = Math.Pow(team1weight, 1.0 / psf_teamRankWeighting);
double team2rating = Math.Pow(team2weight, 1.0 / psf_teamRankWeighting);
double diff = team1rating - team2rating;
double team1winprobability = 1.0 / (1.0 + Math.Pow(Math.E, ((-1.0 * diff) / psf_logisticPredictionScale)));
double team2winprobability = 1.0 - team1winprobability;
double[] team1kfactors = new double[team1.Count];// = [];
double[] team2kfactors = new double[team2.Count];// = [];
for (var i = 0; i < team1.Count; i++)
{
team1kfactors[i] = ((psf_medianScalingRank - team1[i].PSR) / psf_KFactorScale) + psf_baseKFactor;
team1kfactors[i] = Math.Min(team1kfactors[i], psf_maxKFactor);
team1kfactors[i] = Math.Max(team1kfactors[i], psf_minKFactor);
double distancefromteamavgpsr = team1[i].PSR - 50 - team1avgpsr;
if (distancefromteamavgpsr > 100)
{
distancefromteamavgpsr = 100;
}
if (distancefromteamavgpsr > 0 && distancefromteamavgpsr <= 100)
{
var implayingwithnewbiesfactor = (100.0 - distancefromteamavgpsr) / 100;
// sDebugString+= ("(scaling team1 player#" + (i + 1) + " kfactor by=" + implayingwithnewbiesfactor + ")");
team1kfactors[i] = implayingwithnewbiesfactor * team1kfactors[i];
}
}
for (var i = 0; i < team2.Count; i++)
{
team2kfactors[i] = ((psf_medianScalingRank - team2[i].PSR) / psf_KFactorScale) + psf_baseKFactor;
team2kfactors[i] = Math.Min(team2kfactors[i], psf_maxKFactor);
team2kfactors[i] = Math.Max(team2kfactors[i], psf_minKFactor);
double distancefromteamavgpsr = team2[i].PSR - 50 - team2avgpsr;
if (distancefromteamavgpsr > 100)
{
distancefromteamavgpsr = 100;
}
if (distancefromteamavgpsr > 0 && distancefromteamavgpsr <= 100)
{
double implayingwithnewbiesfactor = (100.0 - distancefromteamavgpsr) / 100;
// sDebugString+= ("(scaling team2 player#" + (i + 1) + " kfactor by=" + implayingwithnewbiesfactor + ")");
team2kfactors[i] = implayingwithnewbiesfactor * team2kfactors[i];
}
}
double[] team1winpts = new double[team1.Count];// = [];
double[] team1losepts = new double[team1.Count];// = [];
double[] team2winpts = new double[team2.Count];// = [];
double[] team2losepts = new double[team2.Count];// = [];
for (int i = 0; i < team1.Count; i++)
{
team1winpts[i] = Math.Ceiling(team2winprobability * team1kfactors[i]);
team1losepts[i] = Math.Floor(team1winprobability * team1kfactors[i]);
}
for (int i = 0; i < team2.Count; i++)
{
team2winpts[i] = Math.Ceiling(team1winprobability * team2kfactors[i]);
team2losepts[i] = Math.Floor(team2winprobability * team2kfactors[i]);
}
iTeam1WinPerc = (team1winprobability * 100);
iTeam2WinPerc = 100 - iTeam1WinPerc;
sDebugString += ("team1win%=" + iTeam1WinPerc + Environment.NewLine);
sDebugString += ("team2win%=" + iTeam2WinPerc + Environment.NewLine);
sDebugString += (Environment.NewLine);
sDebugString += ("team1kfactors=");
foreach (double d in team1kfactors)
{
sDebugString += (d + " ");
}
sDebugString += ("team2kfactors=");
foreach (double d in team2kfactors)
{
sDebugString += (d + " ");
}
sDebugString += (Environment.NewLine);
sDebugString += ("team1 win/lose=") + Environment.NewLine;
for (int i = 0; i < team1.Count; i++)
{
sDebugString += ("+" + team1winpts[i] + "/-" + team1losepts[i] + Environment.NewLine);
DotaPlayerPSR cPlayer = new DotaPlayerPSR(team1[i].Name, team1winpts[i], -team1losepts[i]);
cWinLoseDic.Add(cPlayer.Name, cPlayer);
}
sDebugString += (Environment.NewLine);
sDebugString += ("team2 win/lose=") + Environment.NewLine;
for (int i = 0; i < team2.Count; i++)
{
sDebugString += ("+" + team2winpts[i] + "/-" + team2losepts[i] + Environment.NewLine);
DotaPlayerPSR cPlayer = new DotaPlayerPSR(team2[i].Name, team2winpts[i], -team2losepts[i]);
cWinLoseDic.Add(cPlayer.Name, cPlayer);
}
sDebugString += (Environment.NewLine);
// return str;
}