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(); }