private string writeXTable()
{
string outPath = aModel;//outDirectory + "\\" + ((IDataset)InTable).BrowseName + "_xt.xtb";
using (System.IO.StreamWriter sw = new System.IO.StreamWriter(outPath))
{
sw.WriteLine(dataPrepBase.modelTypes.Accuracy.ToString());
sw.WriteLine(String.Join(",", dgc.ClassFieldNames));
sw.WriteLine(String.Join(",", dgc.Labels));
sw.WriteLine(gc.OverallAgreement.ToString());
sw.WriteLine(Kappa.ToString());
sw.WriteLine(STE.ToString());
int rws = xTable.GetUpperBound(1);
int clms = xTable.GetUpperBound(0);
for (int r = 0; r <= rws; r++)
{
string[] ln = new string[clms + 1];
for (int c = 0; c <= clms; c++)
{
ln[c] = xTable[c, r].ToString();
}
sw.WriteLine(String.Join(" ", ln));
}
sw.Close();
}
return(outPath);
}
public string writeXTable(string outModelPath)
{
if (gConf == null)
{
buildModel();
}
string outPath = outModelPath;//outDirectory + "\\" + ((IDataset)InTable).BrowseName + "_xt.xtb";
using (System.IO.StreamWriter sw = new System.IO.StreamWriter(outPath))
{
sw.WriteLine(modelTypes.Accuracy.ToString());
sw.WriteLine(String.Join(",", ClassFieldNames));
sw.WriteLine(String.Join(",", labels.ToArray()));
sw.WriteLine(Overall.ToString());
sw.WriteLine(Kappa.ToString());
sw.WriteLine(STE.ToString());
int rws = xtable.GetUpperBound(1);
int clms = xtable.GetUpperBound(0);
for (int r = 0; r <= rws; r++)
{
string[] ln = new string[clms + 1];
for (int c = 0; c <= clms; c++)
{
ln[c] = xtable[c, r].ToString();
}
sw.WriteLine(String.Join(" ", ln));
}
sw.Close();
}
return(outPath);
}
public void getReport(double alpha)
{
if (gConf == null)
{
buildModel();
}
Forms.RunningProcess.frmRunningProcessDialog rd = new Forms.RunningProcess.frmRunningProcessDialog(false);
rd.Text = "Accuracy Assessment";
rd.TopLevel = true;
rd.pgbProcess.Visible = false;
rd.FormBorderStyle = System.Windows.Forms.FormBorderStyle.Sizable;
string[] hd = new string[labels.Count];
for (int i = 0; i < hd.Length; i++)
{
string s = labels[i];
if (s.Length > 4)
{
hd[i] = s.Substring(0, 4);
}
else
{
hd[i] = s.PadRight(3);
}
}
rd.addMessage(" " + String.Join(" ", hd));
rd.addMessage("------".PadRight((labels.Count + 1) * 7, '-'));
for (int i = 0; i < labels.Count; i++)
{
string[] lnArr = new string[labels.Count + 1];
string vl = labels[i];
if (vl.Length > 4)
{
vl = vl.Substring(0, 4);
}
else
{
vl = vl.PadRight(4);
}
lnArr[0] = vl;
for (int j = 0; j < labels.Count; j++)
{
vl = xtable[i, j].ToString();
if (vl.Length < 4)
{
vl = vl.PadRight(4);
}
lnArr[j + 1] = vl;
}
rd.addMessage(String.Join(" | ", lnArr) + "|");
rd.addMessage("------".PadRight((labels.Count + 1) * 7, '-'));
}
Accord.Statistics.Testing.ChiSquareTest ct = new Accord.Statistics.Testing.ChiSquareTest(ChiSquare, System.Convert.ToInt32(Math.Pow(labels.Count - 1, 2)));
rd.addMessage("Chi-square = " + ChiSquare + " DF = " + ct.DegreesOfFreedom.ToString() + " p-value = " + ct.PValue.ToString());
rd.addMessage("Overall = " + Overall.ToString());
rd.addMessage("Kappa = " + Kappa.ToString());
rd.addMessage("STE = " + STE.ToString());
ci conf = getConfidenceInterval(alpha);
rd.addMessage("Kappa CI = " + conf.LowerBound.ToString() + " - " + conf.UpperBound.ToString());
rd.addMessage("Cohen Kappa Variance = " + CohenKappaVariance.ToString());
rd.Show();
rd.enableClose();
}
// Use this for initialization
void Start()
{
cName.text = character._characterName;
race.text = character._characterRace.ToString();
HP.text = "" + character.GetCurrentHealth() + " / " + character.GetMaxHealth();
STR = character.GetAbilityScore(AbilityID.Strength);
DEX = character.GetAbilityScore(AbilityID.Dexterity);
CON = character.GetAbilityScore(AbilityID.Constitution);
INT = character.GetAbilityScore(AbilityID.Intelligence);
WIS = character.GetAbilityScore(AbilityID.Wisdom);
CHA = character.GetAbilityScore(AbilityID.Charisma);
ATH = character.GetSkill(SkillID.Athletics);
ACR = character.GetSkill(SkillID.Acrobatics);
STE = character.GetSkill(SkillID.Stealth);
THI = character.GetSkill(SkillID.Thievery);
END = character.GetSkill(SkillID.Endurance);
ARC = character.GetSkill(SkillID.Arcana);
HIS = character.GetSkill(SkillID.History);
REL = character.GetSkill(SkillID.Religion);
DUN = character.GetSkill(SkillID.Dungeoneering);
HEA = character.GetSkill(SkillID.Heal);
INS = character.GetSkill(SkillID.Insight);
NAT = character.GetSkill(SkillID.Nature);
PER = character.GetSkill(SkillID.Perception);
BLU = character.GetSkill(SkillID.Bluff);
DIP = character.GetSkill(SkillID.Diplomacy);
INTI = character.GetSkill(SkillID.Intimidate);
STRE = character.GetSkill(SkillID.Streetwise);
tSTR.text = STR + " +" + character.GetModifier(AbilityID.Strength);
tDEX.text = DEX + " +" + character.GetModifier(AbilityID.Dexterity);
tCON.text = CON + " +" + character.GetModifier(AbilityID.Constitution);
tINT.text = INT + " +" + character.GetModifier(AbilityID.Intelligence);
tWIS.text = WIS + " +" + character.GetModifier(AbilityID.Wisdom);
tCHA.text = CHA + " +" + character.GetModifier(AbilityID.Charisma);
tAC.text = character.GetDefence(DefenceID.ArmorClass).ToString();
tFO.text = character.GetDefence(DefenceID.Fortitude).ToString();
tRE.text = character.GetDefence(DefenceID.Reflex).ToString();
tWI.text = character.GetDefence(DefenceID.Will).ToString();
tATH.text = ATH.ToString();
tACR.text = ACR.ToString();
tSTE.text = STE.ToString();
tTHI.text = THI.ToString();
tEND.text = END.ToString();
tARC.text = ARC.ToString();
tHIS.text = HIS.ToString();
tREL.text = REL.ToString();
tDUN.text = DUN.ToString();
tHEA.text = HEA.ToString();
tINS.text = INS.ToString();
tNAT.text = NAT.ToString();
tPER.text = PER.ToString();
tBLU.text = BLU.ToString();
tDIP.text = DIP.ToString();
tINTI.text = INTI.ToString();
tSTRE.text = STRE.ToString();
}
