/// <summary>
/// Returns XML string with all occurences of Active element "4FT hypothesis".
/// </summary>
/// <param name="index">index of data source in FEplugin data sources table</param>
/// <returns>XML string</returns>
public static string getList(int index)
{
string resultString = ""; // result XML string
// loading DTD to resultString
try { resultString = XMLHelper.loadDTD(); }
catch (Exception e)
{
#if (LADENI)
MessageBox.Show("error while loading DTD: " + e.Message);
#endif
return resultString;
}
// root element
resultString += "<active_list>";
string PropName = "Hypotheses"; // name of Property, which contain list of hypotheses
// searching all boxes with type "4FT-task"
IBoxModule[] FFTTaskBoxes = BoxesHelper.ListBoxesWithID(CFEsourcesTab.Sources[index] as CFEsource, "LISpMinerTasks.FFTTask");
// loop over all boxes - getting all hypotheses
string ErrStr = ""; // error report
string matrix_name = "unknown"; // analyzed data matrix name
string db_name="unknown"; // analyzed database name
string task_name = "unknown"; // task name - given with user name of box FFTTast
#region Loop - processing of each 4ft-Task from array FFTTaskBoxes
foreach (IBoxModule box in FFTTaskBoxes)
{
try
{
// searching data source name (database)
IBoxModule[] db_names = BoxesHelper.ListAncestBoxesWithID(box, "DataMiningCommon.Database");
if (db_names.GetLength(0) != 1) // searched more than one data source or neither one
throw new System.Exception("found " + db_names.GetLength(0).ToString() + " databases");
db_name = (db_names[0].GetPropertyOther("DatabaseName") as StringT).stringValue;
// searching data matrix name
IBoxModule[] matrix_names = BoxesHelper.ListAncestBoxesWithID(box, "DataMiningCommon.DataMatrix");
if (matrix_names.GetLength(0) != 1) // searched more than one data source or neither one
throw new System.Exception("found " + matrix_names.GetLength(0).ToString() + " data matrixes");
matrix_name = (matrix_names[0].GetPropertyOther("Name") as StringT).stringValue;
// searching task name
task_name = box.UserName;
// searching the list of all hypotheses in this task
HypothesesT HypT = box.GetPropertyOther(PropName) as HypothesesT;
HypothesisStruct[] HypList = HypT.hypothesesValue.Clone() as HypothesisStruct[];
// records for storing the results
Rec_hyp_4ft rHyp = new Rec_hyp_4ft(); // hypothesis
Rec_ti_cedent rAnt = new Rec_ti_cedent(); // antecedent
Rec_ti_cedent rSuc = new Rec_ti_cedent(); // succedent
Rec_ti_cedent rCon = new Rec_ti_cedent(); // condition
#region Loop - processing of each hypotez jedne krabicky FFTTask
// Loop over all hypotheses
for (int i = 0; i < HypList.GetLength(0); i++)
{
#region element hyp_4ft
rHyp.id = "hyp4ft" + box.ProjectIdentifier.ToString() + "_" + i.ToString();
rHyp.db_name = db_name;
rHyp.matrix_name = matrix_name;
rHyp.task_name = task_name;
rHyp.antecedent = "ant" + rHyp.id;
rHyp.succedent = "suc" + rHyp.id;
rHyp.condition = "con" + rHyp.id;
FourFoldContingencyTable FFT = new FourFoldContingencyTable(HypList[i].quantifierSetting.firstContingencyTableRows);
rHyp.a = FFT.A.ToString();
rHyp.b = FFT.B.ToString();
rHyp.c = FFT.C.ToString();
rHyp.d = FFT.D.ToString();
// values of quantifiers
rHyp.conf = FourFoldContingencyTable.FoundedImplicationValue(FFT).ToString(); // Founded implication (a/a+b)
rHyp.d_conf = FourFoldContingencyTable.DoubleFoundedImplicationValue(FFT).ToString(); // Double Founded implication (a/a+b+c)
rHyp.e_conf = FourFoldContingencyTable.FoundedEquivalenceValue(FFT).ToString(); // Founded Equivalence (a+d)/(a+b+c+d) ??? BUG ve Ferdovi
rHyp.support = FourFoldContingencyTable.BaseCeilValue(FFT).ToString(); //??? Support (a/a+b+c+d)
// helping variable
double avg_diff = FourFoldContingencyTable.AboveAverageImplicationValue(FFT) - 1; // Averafe difference ((a*(a+b+c+d))/((a+b)*(a+c)) -1)
rHyp.avg_diff = avg_diff.ToString();
rHyp.fisher = FFT.FisherValue().ToString();
rHyp.chi_sq = FFT.ChiSquareValue().ToString();
#endregion
#region element ti_cedent (Antecedent)
rAnt.id = "ant" + rHyp.id;
rAnt.type = "Antecedent";
// literals
int litCounter = 0; // counter of literals of this hypotheses
List<Rec_ti_literal> Lit_a = new List<Rec_ti_literal>();
foreach (BooleanLiteralStruct lit in HypList[i].booleanLiterals)
{
if (lit.cedentType == CedentEnum.Antecedent)
{
Rec_ti_literal l = new Rec_ti_literal();
l.id = "tiLit" + rHyp.id + "_" + litCounter.ToString();
litCounter++;
if (lit.negation)
l.quant = "¬";
l.quant += lit.literalName;
int counter = 0;
foreach (string s in lit.categoriesNames)
{
if (counter > 0)
l.value += ",";
l.value += s;
counter++;
}
Lit_a.Add(l);
}
}
#endregion
#region element ti_cedent (Succedent)
rSuc.id = "suc" + rHyp.id;
rSuc.type = "Succedent";
// literals
List<Rec_ti_literal> Lit_s = new List<Rec_ti_literal>();
foreach (BooleanLiteralStruct lit in HypList[i].booleanLiterals)
{
if (lit.cedentType == CedentEnum.Succedent)
{
Rec_ti_literal l = new Rec_ti_literal();
l.id = "tiLit" + rHyp.id + "_" + litCounter.ToString();
litCounter++;
if (lit.negation)
l.quant = "¬";
l.quant += lit.literalName;
int counter = 0;
foreach (string s in lit.categoriesNames)
{
if (counter > 0)
l.value += ",";
l.value += s;
counter++;
}
Lit_s.Add(l);
}
}
#endregion
#region element ti_cedent (Condition)
rCon.id = "con" + rHyp.id;
rCon.type = "Condition";
// literals
List<Rec_ti_literal> Lit_c = new List<Rec_ti_literal>();
foreach (BooleanLiteralStruct lit in HypList[i].booleanLiterals)
{
if (lit.cedentType == CedentEnum.Condition)
{
Rec_ti_literal l = new Rec_ti_literal();
l.id = "tiLit" + rHyp.id + "_" + litCounter.ToString();
litCounter++;
if (lit.negation)
l.quant = "¬";
l.quant += lit.literalName;
int counter = 0;
foreach (string s in lit.categoriesNames)
{
if (counter > 0)
l.value += ",";
l.value += s;
counter++;
}
Lit_c.Add(l);
}
}
#endregion
#region Generating of one hypotheses to XML string
string oneHypString = "";
// generating hypotheses to XML
oneHypString += rHyp.ToXML();
// generating Antecedent to XML
oneHypString += rAnt.ToXML(Lit_a);
// generating Succedent to XML
oneHypString += rSuc.ToXML(Lit_s);
// generating Condition to XML
oneHypString += rCon.ToXML(Lit_c);
resultString += oneHypString;
#endregion
}
#endregion
}
catch (System.Exception e)
{
ErrStr += "Box ProjectIdentifier=" + box.ProjectIdentifier.ToString() + ": " + e.Message + "\n";
}
}
#endregion
// root element
resultString += "</active_list>";
#if (LADENI)
// generating of error message:
if (!String.IsNullOrEmpty(ErrStr))
MessageBox.Show("Pri nacitani hypotez doslo k chybam:\n" + ErrStr, "Chyba", MessageBoxButtons.OK, MessageBoxIcon.Error);
// Kody - storing output to file "XML4fthypExample.xml" in directory
XMLHelper.saveXMLexample(resultString, "../XML/XML4fthypExample.xml");
#endif
return resultString;
}
// ==================== 4ft-hypoteza ================================
public static string fFE4fthyp(int index)
{
string resultString = ""; // vysledny XML string
// nacteni DTD do resultStringu
try { resultString = XMLHelper.loadDTD(); }
catch (Exception e)
{
MessageBox.Show("Chyba pri nacitani DTD: " + e.Message);
return(resultString);
}
// korenovy element
resultString += "<active_list>";
string PropName = "Hypotheses"; // nazev Property, ktera obsahuje seznam hypotez
// nalezeni vsech krabicek 4FT-uloh
IBoxModule[] FFTTaskBoxes = BoxesHelper.ListBoxesWithID(CFEsourcesTab.Sources[index] as CFEsource, "LISpMinerTasks.FFTTask");
// zpracovani kazde krabicky - ziskani z ni vsechny 4ft-hypotezy
string ErrStr = ""; // zaznam o chybach
string matrix_name = ""; // jmeno analyzovane matice
string db_name = ""; // jmeno analyzovane databaze
string task_name = ""; // jmeno ulohy - dano uzivatelskym nazvem krabicky FFTTast
#region Cyklus - zpracovani vsech 4ft-Tasku z pole FFTTaskBoxes
foreach (IBoxModule box in FFTTaskBoxes)
{
try
{
// nalezeni jmena datoveho zdroje (databaze)
IBoxModule[] db_names = BoxesHelper.ListAncestBoxesWithID(box, "DataMiningCommon.Database");
if (db_names.GetLength(0) != 1) // byl nalezen pocet datovych zdroju ruzny od jedne
{
throw new System.Exception("bylo nalezeno " + db_names.GetLength(0).ToString() + " databazi");
}
db_name = (db_names[0].GetPropertyOther("DatabaseName") as StringT).stringValue;
// nalezeni jmena datove matice
IBoxModule[] matrix_names = BoxesHelper.ListAncestBoxesWithID(box, "DataMiningCommon.DataMatrix");
if (matrix_names.GetLength(0) != 1) // byl nalezen pocet datovych matic ruzny od jedne
{
throw new System.Exception("bylo nalezeno " + matrix_names.GetLength(0).ToString() + " datovych matic");
}
matrix_name = (matrix_names[0].GetPropertyOther("Name") as StringT).stringValue;
// nalezeni jmena ulohy
task_name = box.UserName;
// nalezeni seznamu vsech hypotez v tomto Tasku
HypothesesT HypT = box.GetPropertyOther(PropName) as HypothesesT;
HypothesisStruct[] HypList = HypT.hypothesesValue.Clone() as HypothesisStruct[];
// recordy pro ukladani vysledku
Rec_hyp_4ft rHyp = new Rec_hyp_4ft(); // hypoteza
Rec_ti_cedent rAnt = new Rec_ti_cedent(); // antecedent
Rec_ti_cedent rSuc = new Rec_ti_cedent(); // succedent
Rec_ti_cedent rCon = new Rec_ti_cedent(); // condition
#region Cyklus - zpracovani vsech hypotez jedne krabicky FFTTask
// cyklus pres vsechny hypotezy
for (int i = 0; i < HypList.GetLength(0); i++)
{
#region element hyp_4ft
rHyp.id = "hyp4ft" + box.ProjectIdentifier.ToString() + "_" + i.ToString();
rHyp.db_name = db_name;
rHyp.matrix_name = matrix_name;
rHyp.task_name = task_name;
rHyp.antecedent = "ant" + rHyp.id;
rHyp.succedent = "suc" + rHyp.id;
rHyp.condition = "con" + rHyp.id;
FourFoldContingencyTable FFT = new FourFoldContingencyTable(HypList[i].quantifierSetting.firstContingencyTableRows);
rHyp.a = FFT.A;
rHyp.b = FFT.B;
rHyp.c = FFT.C;
rHyp.d = FFT.D;
// hodnoty kvantifikatoru
rHyp.conf = FourFoldContingencyTable.FoundedImplicationValue(FFT); // Founded implication (a/a+b)
rHyp.d_conf = FourFoldContingencyTable.DoubleFoundedImplicationValue(FFT); // Double Founded implication (a/a+b+c)
rHyp.e_conf = FourFoldContingencyTable.FoundedEquivalenceValue(FFT); // Founded Equivalence (a+d)/(a+b+c+d) ??? BUG ve Ferdovi
rHyp.support = FourFoldContingencyTable.BaseCeilValue(FFT); //??? Support (a/a+b+c+d)
rHyp.avg_diff = FourFoldContingencyTable.AboveAverageImplicationValue(FFT) - 1; // Averafe difference ((a*(a+b+c+d))/((a+b)*(a+c)) -1)
// tyto hodnoty se vypocitavaji (mozna zbytecne?)
rHyp.fisher = FFT.FisherValue();
rHyp.chi_sq = FFT.ChiSquareValue();
#endregion
// TODO - dodelat vypocty, ostatni ciselne polozky (hodnoty nekterych kvantifikatoru atd.)
#region element ti_cedent (Antecedent)
rAnt.id = "ant" + rHyp.id;
rAnt.type = "Antecedent";
// literaly
int litCounter = 0; // pocitadlo literalu teto hypotezy
ArrayList ARLit_a = new ArrayList();
foreach (BooleanLiteralStruct lit in HypList[i].booleanLiterals)
{
if (lit.cedentType == CedentEnum.Antecedent)
{
Rec_ti_literal l = new Rec_ti_literal();
l.id = "tiLit" + rHyp.id + "_" + litCounter.ToString();
litCounter++;
if (lit.negation)
{
l.quant = "¬";
}
l.quant = lit.literalName;
foreach (string s in lit.categoriesNames)
{
l.value += s;
}
ARLit_a.Add(l);
}
}
Rec_ti_literal[] ALit_a = (Rec_ti_literal[])ARLit_a.ToArray(typeof(Rec_ti_literal)); // pole literalu daneho cedentu
#endregion
#region element ti_cedent (Succedent)
rSuc.id = "suc" + rHyp.id;
rSuc.type = "Succedent";
// literaly
ArrayList ARLit_s = new ArrayList();
foreach (BooleanLiteralStruct lit in HypList[i].booleanLiterals)
{
if (lit.cedentType == CedentEnum.Succedent)
{
Rec_ti_literal l = new Rec_ti_literal();
l.id = "tiLit" + rHyp.id + "_" + litCounter.ToString();
litCounter++;
if (lit.negation)
{
l.quant = "¬";
}
l.quant = lit.literalName;
foreach (string s in lit.categoriesNames)
{
l.value += s;
}
ARLit_s.Add(l);
}
}
Rec_ti_literal[] ALit_s = (Rec_ti_literal[])ARLit_s.ToArray(typeof(Rec_ti_literal)); // pole literalu daneho cedentu
#endregion
#region element ti_cedent (Condition)
rCon.id = "con" + rHyp.id;
rCon.type = "Condition";
// literaly
ArrayList ARLit_c = new ArrayList();
foreach (BooleanLiteralStruct lit in HypList[i].booleanLiterals)
{
if (lit.cedentType == CedentEnum.Condition)
{
Rec_ti_literal l = new Rec_ti_literal();
l.id = "tiLit" + rHyp.id + "_" + litCounter.ToString();
litCounter++;
if (lit.negation)
{
l.quant = "¬";
}
l.quant = lit.literalName;
foreach (string s in lit.categoriesNames)
{
l.value += s;
}
ARLit_s.Add(l);
}
}
Rec_ti_literal[] ALit_c = (Rec_ti_literal[])ARLit_c.ToArray(typeof(Rec_ti_literal)); // pole literalu daneho cedentu
#endregion
#region Vypsani jedne hypotezy do XML stringu
string oneHypString = "";
// vypsani hypotezy do XML
oneHypString += rHyp.ToXML();
// vypsani Antecedentu do XML
oneHypString += rAnt.ToXML(ALit_a);
// vypsani Succedentu do XML
oneHypString += rSuc.ToXML(ALit_s);
// vypsani Condition do XML
oneHypString += rCon.ToXML(ALit_c);
resultString += oneHypString;
#endregion
}
#endregion
}
catch (System.Exception e)
{
ErrStr += "Box ProjectIdentifier=" + box.ProjectIdentifier.ToString() + ": " + e.Message + "\n";
}
}
#endregion
// vypsani pripadne chybove hlasky:
if (!String.IsNullOrEmpty(ErrStr))
{
MessageBox.Show("Pri nacitani hypotez doslo k chybam:\n" + ErrStr, "Chyba", MessageBoxButtons.OK, MessageBoxIcon.Error);
}
// korenovy element
resultString += "</active_list>";
// Kody - ulozeni vystupu do souboru "XML4fthypExample.xml" v adresari
XMLHelper.saveXMLexample(resultString, "../XML/XML4fthypExample.xml");
return(resultString);
}
/// <summary>
/// Implementation of Active element "CF hypothesis"
/// </summary>
/// <param name="index">index of data source in data sources tab </param>
/// <returns>Returns XML string with all occurences of Active element type "CF hypothesis" from data source with given index</returns>
public static string getList(int index)
{
string resultString = ""; // result XML string
// loading DTD to resultString
try { resultString = XMLHelper.loadDTD(); }
catch (Exception e)
{
#if (LADENI)
MessageBox.Show("error while loading DTD: " + e.Message);
#endif
return resultString;
}
// root element
resultString += "<active_list>";
string PropName = "Hypotheses"; // name of property which contain a list of hypotheses
// searching all boxes CF-task
IBoxModule[] TaskBoxes = BoxesHelper.ListBoxesWithID(CFEsourcesTab.Sources[index] as CFEsource, "LISpMinerTasks.CFTask");
// processing of each box - searching all CF-hypotheses
string ErrStr = ""; // error report
string matrix_name = "unknown"; // analyzed data matrix name
string db_name="unknown"; // analyzed database name
string task_name = "unknown"; // task name - given by user name of box FFTTast
#region Loop - processing of each CF-Tasku from array TaskBoxes
foreach (IBoxModule box in TaskBoxes)
{
try
{
// searching data source name (database)
IBoxModule[] db_names = BoxesHelper.ListAncestBoxesWithID(box, "DataMiningCommon.Database");
if (db_names.GetLength(0) != 1) // searched more than one data source or neither one
throw new System.Exception("found " + db_names.GetLength(0).ToString() + " databases");
db_name = (db_names[0].GetPropertyOther("DatabaseName") as StringT).stringValue;
// searching data matrix name
IBoxModule[] matrix_names = BoxesHelper.ListAncestBoxesWithID(box, "DataMiningCommon.DataMatrix");
if (matrix_names.GetLength(0) != 1) // searched more than one data source or neither one
throw new System.Exception("found " + matrix_names.GetLength(0).ToString() + " data matrixes");
matrix_name = (matrix_names[0].GetPropertyOther("Name") as StringT).stringValue;
// searching task name
task_name = box.UserName;
// searching the list of all hypotheses in this task
HypothesesT HypT = box.GetPropertyOther(PropName) as HypothesesT;
HypothesisStruct[] HypList = HypT.hypothesesValue.Clone() as HypothesisStruct[];
// records for storing the results
Rec_hyp_cf rHyp = new Rec_hyp_cf(); // CF hypothesis
Rec_ti_attribute rAnt = new Rec_ti_attribute(); // Antecedent (Attributes)
Rec_ti_cedent rCon = new Rec_ti_cedent(); // condition
#region Loop - processing of each hypotheses jedne krabicky CFTask
// Loop over all hypotheses
for (int i = 0; i < HypList.GetLength(0); i++)
{
#region element hyp_cf
rHyp.id = "hypcf" + box.ProjectIdentifier.ToString() + "_" + i.ToString();
rHyp.db_name = db_name;
rHyp.matrix_name = matrix_name;
rHyp.task_name = task_name;
rHyp.attributes = "attr" + rHyp.id;
rHyp.condition = "con" + rHyp.id;
OneDimensionalContingencyTable CT = new OneDimensionalContingencyTable(HypList[i].quantifierSetting.firstContingencyTableRows); // Contingency Table
rHyp.Tab = HypList[i].quantifierSetting.firstContingencyTableRows[0];
// values of quantifiers
try
{
rHyp.sum = CT.SumOfValues.ToString();
rHyp.min = CT.MinValue.ToString();
rHyp.max = CT.MaxValue.ToString();
rHyp.v = CT.VariationRatio.ToString();
rHyp.nom_var = CT.NominalVariation.ToString();
rHyp.dor_var = CT.DiscreteOrdinaryVariation.ToString();
rHyp.avg_a = CT.ArithmeticAverage.ToString();
rHyp.avg_g = CT.GeometricAverage.ToString();
rHyp.var = CT.Variance.ToString();
rHyp.st_dev = CT.StandardDeviation.ToString();
rHyp.skew = CT.Skewness.ToString();
rHyp.asym = CT.Asymentry.ToString();
}
catch (System.Exception e) // !!There are some errors in Ferda quantifier values! !
{
ErrStr += "Box ProjectIdentifier=" + box.ProjectIdentifier.ToString() + ": chyba pri vypoctu kvantifikatoru: " + e.Message + "\n";
}
#endregion
#region element ti_attribute Attributes (Antecedent)
rAnt.id = rHyp.attributes;
rAnt.type = "Attributes";
rAnt.quant = ""; // deleting previous value
// category
List<Rec_ti_category> Cat_a = new List<Rec_ti_category>();
foreach (LiteralStruct lit in HypList[i].literals)
{
if (lit.cedentType == CedentEnum.Antecedent)
{
rAnt.quant += lit.literalName;
foreach (string s in lit.categoriesNames)
{
Rec_ti_category C = new Rec_ti_category();
C.value = s;
Cat_a.Add(C);
}
}
}
#endregion
#region element ti_cedent (Condition)
int litCounter = 0; // counter of literals of this cedent
rCon.id = "con" + rHyp.id;
rCon.type = "Condition";
// literals
List<Rec_ti_literal> Lit_c = new List<Rec_ti_literal>();
foreach (BooleanLiteralStruct lit in HypList[i].booleanLiterals)
{
if (lit.cedentType == CedentEnum.Condition)
{
Rec_ti_literal l = new Rec_ti_literal();
l.id = "tiLit" + rHyp.id + "_" + litCounter.ToString();
litCounter++;
if (lit.negation)
l.quant = "¬";
l.quant += lit.literalName;
int counter = 0;
foreach (string s in lit.categoriesNames)
{
if (counter > 0)
l.value += ",";
l.value += s;
counter++;
}
Lit_c.Add(l);
}
}
#endregion
#region Generating of one hypotheses to XML string
string oneHypString = "";
// generating hypotheses to XML
oneHypString += rHyp.ToXML();
// generating Attributes (Antecedent) to XML
oneHypString += rAnt.ToXML(Cat_a);
// generating Condition to XML
oneHypString += rCon.ToXML(Lit_c);
resultString += oneHypString;
#endregion
}
#endregion
}
catch (System.Exception e)
{
ErrStr += "Box ProjectIdentifier=" + box.ProjectIdentifier.ToString() + ": " + e.Message + "\n";
}
}
#endregion
// root element
resultString += "</active_list>";
#if (LADENI)
// generating of error message:
if (!String.IsNullOrEmpty(ErrStr)) // LADICI
MessageBox.Show("Pri nacitani CF hypotheses doslo k chybam:\n" + ErrStr, "Chyba", MessageBoxButtons.OK, MessageBoxIcon.Error);
// LADICI - Kody - storing output to file "XMLsd4fthypExample.xml" in directory
XMLHelper.saveXMLexample(resultString, "../XML/XMLcfhypExample.xml");
#endif
return resultString;
}
/// <summary>
/// Returns XML string with all occurences of Active element "KL hypothesis".
/// </summary>
/// <param name="index">index of data source in FEplugin data sources table</param>
/// <returns>XML string</returns>
public static string getList(int index)
{
string resultString = ""; // result XML string
// loading DTD to resultString
try { resultString = XMLHelper.loadDTD(); }
catch (Exception e)
{
#if (LADENI)
MessageBox.Show("error while loading DTD: " + e.Message);
#endif
return(resultString);
}
// root element
resultString += "<active_list>";
string PropName = "Hypotheses"; // name of property which contain a list of hypotheses
// searching all boxes KL-uloh
IBoxModule[] TaskBoxes = BoxesHelper.ListBoxesWithID(CFEsourcesTab.Sources[index] as CFEsource, "LISpMinerTasks.KLTask");
// processing of each box - searching all KL-hypotheses
string ErrStr = ""; // error report
string matrix_name = "unknown"; // analyzed data matrix name
string db_name = "unknown"; // analyzed database name
string task_name = "unknown"; // task name - given with user name of box FFTTast
#region Loop - processing of each KL-Task from array TaskBoxes
foreach (IBoxModule box in TaskBoxes)
{
try
{
// searching data source name (database)
IBoxModule[] db_names = BoxesHelper.ListAncestBoxesWithID(box, "DataMiningCommon.Database");
if (db_names.GetLength(0) != 1) // searched more than one data source or neither one
{
throw new System.Exception("found " + db_names.GetLength(0).ToString() + " databases");
}
db_name = (db_names[0].GetPropertyOther("DatabaseName") as StringT).stringValue;
// searching data matrix name
IBoxModule[] matrix_names = BoxesHelper.ListAncestBoxesWithID(box, "DataMiningCommon.DataMatrix");
if (matrix_names.GetLength(0) != 1) // searched more than one data source or neither one
{
throw new System.Exception("found " + matrix_names.GetLength(0).ToString() + " data matrixes");
}
matrix_name = (matrix_names[0].GetPropertyOther("Name") as StringT).stringValue;
// searching task name
task_name = box.UserName;
// searching the list of all hypotheses in this task
HypothesesT HypT = box.GetPropertyOther(PropName) as HypothesesT;
HypothesisStruct[] HypList = HypT.hypothesesValue.Clone() as HypothesisStruct[];
// records for storing the results
Rec_hyp_KL rHyp = new Rec_hyp_KL(); // KL hypothesis
Rec_ti_attribute rAnt = new Rec_ti_attribute(); // Antecedent (Row attributes)
Rec_ti_attribute rSuc = new Rec_ti_attribute(); // Succedent (Column attributes)
Rec_ti_cedent rCon = new Rec_ti_cedent(); // condition
#region Loop - processing of each hypotheses jedne krabicky KLTask
// Loop over all hypotheses
for (int i = 0; i < HypList.GetLength(0); i++)
{
#region element hyp_KL
rHyp.id = "hypKL" + box.ProjectIdentifier.ToString() + "_" + i.ToString();
rHyp.db_name = db_name;
rHyp.matrix_name = matrix_name;
rHyp.task_name = task_name;
rHyp.row_attributes = "r_attr" + rHyp.id;
rHyp.column_attributes = "c_attr" + rHyp.id;
rHyp.condition = "con" + rHyp.id;
TwoDimensionalContingencyTable CT = new TwoDimensionalContingencyTable(HypList[i].quantifierSetting.firstContingencyTableRows); // Contingency Table
rHyp.Tab = HypList[i].quantifierSetting.firstContingencyTableRows;
// values of quantifiers - first set
try
{
rHyp.sum = CT.SumOfValues.ToString();
rHyp.min = CT.MinValue.ToString();
rHyp.max = CT.MaxValue.ToString();
rHyp.chi_sq = TwoDimensionalContingencyTable.ChiSquare(CT).ToString();
rHyp.fnc_s = TwoDimensionalContingencyTable.SumOfRowMaximumsValue(CT).ToString();
rHyp.fnc_r = TwoDimensionalContingencyTable.MinOfRowMaximumsValue(CT).ToString();
rHyp.h_c = CT.MarginalColumnEntropy.ToString();
rHyp.h_r = CT.MarginalRowEntropy.ToString();
rHyp.h_c_r = TwoDimensionalContingencyTable.ConditionalCREntropyValue(CT).ToString();
rHyp.mi = CT.MutualInformation.ToString();
//rHyp.aic = CT.???; TODO
rHyp.kend = TwoDimensionalContingencyTable.KendalValue(CT).ToString();
}
catch (System.Exception e) // There are some errors in Ferda quantifier values!
{
ErrStr += "Box ProjectIdentifier=" + box.ProjectIdentifier.ToString() + ": chyba pri vypoctu kvantifikatoru: " + e.Message + "\n";
}
#endregion
#region element ti_attribute Row attributes (Antecedent)
rAnt.id = rHyp.row_attributes;
rAnt.type = "Row attributes";
rAnt.quant = ""; // deleting previous value
// category
List <Rec_ti_category> Cat_a = new List <Rec_ti_category>();
foreach (LiteralStruct lit in HypList[i].literals)
{
if (lit.cedentType == CedentEnum.Antecedent)
{
rAnt.quant += lit.literalName;
foreach (string s in lit.categoriesNames)
{
Rec_ti_category C = new Rec_ti_category();
C.value = s;
Cat_a.Add(C);
}
// ??? k cemu je polozka LitralStruct.categoriesValues ?
}
}
#endregion
#region element ti_attribute Column attributes (Succedent)
rSuc.id = rHyp.column_attributes;
rSuc.type = "Column attributes";
rSuc.quant = ""; // deleting previous value
// category
List <Rec_ti_category> Cat_s = new List <Rec_ti_category>();
foreach (LiteralStruct lit in HypList[i].literals)
{
if (lit.cedentType == CedentEnum.Succedent)
{
rSuc.quant += lit.literalName;
foreach (string s in lit.categoriesNames)
{
Rec_ti_category C = new Rec_ti_category();
C.value = s;
Cat_s.Add(C);
}
// ??? k cemu je polozka LitralStruct.categoriesValues ?
}
}
#endregion
#region element ti_cedent (Condition)
rCon.id = "con" + rHyp.id;
rCon.type = "Condition";
// literals
int litCounter = 0; // counter of literals of this hypotheses
List <Rec_ti_literal> Lit_c = new List <Rec_ti_literal>();
foreach (BooleanLiteralStruct lit in HypList[i].booleanLiterals)
{
if (lit.cedentType == CedentEnum.Condition)
{
Rec_ti_literal l = new Rec_ti_literal();
l.id = "tiLit" + rHyp.id + "_" + litCounter.ToString();
litCounter++;
if (lit.negation)
{
l.quant = "¬";
}
l.quant += lit.literalName;
int counter = 0;
foreach (string s in lit.categoriesNames)
{
if (counter > 0)
{
l.value += ",";
}
l.value += s;
counter++;
}
Lit_c.Add(l);
}
}
#endregion
#region Generating of one hypotheses to XML string
string oneHypString = "";
// generating hypotheses to XML
oneHypString += rHyp.ToXML();
// generating Row attributes (Antecedent) to XML
oneHypString += rAnt.ToXML(Cat_a);
// generating Column attributes (Succedent) to XML
oneHypString += rSuc.ToXML(Cat_s);
// generating Condition to XML
oneHypString += rCon.ToXML(Lit_c);
resultString += oneHypString;
#endregion
}
#endregion
}
catch (System.Exception e)
{
ErrStr += "Box ProjectIdentifier=" + box.ProjectIdentifier.ToString() + ": " + e.Message + "\n";
}
}
#endregion
// root element
resultString += "</active_list>";
#if (LADENI)
// generating of error message:
if (!String.IsNullOrEmpty(ErrStr)) // LADICI
{
MessageBox.Show("Pri nacitani KL hypotheses doslo k chybam:\n" + ErrStr, "Chyba", MessageBoxButtons.OK, MessageBoxIcon.Error);
}
// LADICI - Kody - storing output to file "XMLsd4fthypExample.xml" in directory
XMLHelper.saveXMLexample(resultString, "../XML/XMLKLhypExample.xml");
#endif
return(resultString);
}
// ==================== 4ft-hypoteza ================================
public static string fFE4fthyp(int index)
{
string resultString = ""; // vysledny XML string
// nacteni DTD do resultStringu
try { resultString = XMLHelper.loadDTD(); }
catch (Exception e)
{
MessageBox.Show("Chyba pri nacitani DTD: " + e.Message);
return resultString;
}
// korenovy element
resultString += "<active_list>";
string PropName = "Hypotheses"; // nazev Property, ktera obsahuje seznam hypotez
// nalezeni vsech krabicek 4FT-uloh
IBoxModule[] FFTTaskBoxes = BoxesHelper.ListBoxesWithID(CFEsourcesTab.Sources[index] as CFEsource, "LISpMinerTasks.FFTTask");
// zpracovani kazde krabicky - ziskani z ni vsechny 4ft-hypotezy
string ErrStr = ""; // zaznam o chybach
string matrix_name = ""; // jmeno analyzovane matice
string db_name = ""; // jmeno analyzovane databaze
string task_name = ""; // jmeno ulohy - dano uzivatelskym nazvem krabicky FFTTast
#region Cyklus - zpracovani vsech 4ft-Tasku z pole FFTTaskBoxes
foreach (IBoxModule box in FFTTaskBoxes)
{
try
{
// nalezeni jmena datoveho zdroje (databaze)
IBoxModule[] db_names = BoxesHelper.ListAncestBoxesWithID(box, "DataMiningCommon.Database");
if (db_names.GetLength(0) != 1) // byl nalezen pocet datovych zdroju ruzny od jedne
throw new System.Exception("bylo nalezeno " + db_names.GetLength(0).ToString() + " databazi");
db_name = (db_names[0].GetPropertyOther("DatabaseName") as StringT).stringValue;
// nalezeni jmena datove matice
IBoxModule[] matrix_names = BoxesHelper.ListAncestBoxesWithID(box, "DataMiningCommon.DataMatrix");
if (matrix_names.GetLength(0) != 1) // byl nalezen pocet datovych matic ruzny od jedne
throw new System.Exception("bylo nalezeno " + matrix_names.GetLength(0).ToString() + " datovych matic");
matrix_name = (matrix_names[0].GetPropertyOther("Name") as StringT).stringValue;
// nalezeni jmena ulohy
task_name = box.UserName;
// nalezeni seznamu vsech hypotez v tomto Tasku
HypothesesT HypT = box.GetPropertyOther(PropName) as HypothesesT;
HypothesisStruct[] HypList = HypT.hypothesesValue.Clone() as HypothesisStruct[];
// recordy pro ukladani vysledku
Rec_hyp_4ft rHyp = new Rec_hyp_4ft(); // hypoteza
Rec_ti_cedent rAnt = new Rec_ti_cedent(); // antecedent
Rec_ti_cedent rSuc = new Rec_ti_cedent(); // succedent
Rec_ti_cedent rCon = new Rec_ti_cedent(); // condition
#region Cyklus - zpracovani vsech hypotez jedne krabicky FFTTask
// cyklus pres vsechny hypotezy
for (int i = 0; i < HypList.GetLength(0); i++)
{
#region element hyp_4ft
rHyp.id = "hyp4ft" + box.ProjectIdentifier.ToString() + "_" + i.ToString();
rHyp.db_name = db_name;
rHyp.matrix_name = matrix_name;
rHyp.task_name = task_name;
rHyp.antecedent = "ant" + rHyp.id;
rHyp.succedent = "suc" + rHyp.id;
rHyp.condition = "con" + rHyp.id;
FourFoldContingencyTable FFT = new FourFoldContingencyTable(HypList[i].quantifierSetting.firstContingencyTableRows);
rHyp.a = FFT.A;
rHyp.b = FFT.B;
rHyp.c = FFT.C;
rHyp.d = FFT.D;
// hodnoty kvantifikatoru
rHyp.conf = FourFoldContingencyTable.FoundedImplicationValue(FFT); // Founded implication (a/a+b)
rHyp.d_conf = FourFoldContingencyTable.DoubleFoundedImplicationValue(FFT); // Double Founded implication (a/a+b+c)
rHyp.e_conf = FourFoldContingencyTable.FoundedEquivalenceValue(FFT); // Founded Equivalence (a+d)/(a+b+c+d) ??? BUG ve Ferdovi
rHyp.support = FourFoldContingencyTable.BaseCeilValue(FFT); //??? Support (a/a+b+c+d)
rHyp.avg_diff = FourFoldContingencyTable.AboveAverageImplicationValue(FFT) - 1; // Averafe difference ((a*(a+b+c+d))/((a+b)*(a+c)) -1)
// tyto hodnoty se vypocitavaji (mozna zbytecne?)
rHyp.fisher = FFT.FisherValue();
rHyp.chi_sq = FFT.ChiSquareValue();
#endregion
// TODO - dodelat vypocty, ostatni ciselne polozky (hodnoty nekterych kvantifikatoru atd.)
#region element ti_cedent (Antecedent)
rAnt.id = "ant" + rHyp.id;
rAnt.type = "Antecedent";
// literaly
int litCounter = 0; // pocitadlo literalu teto hypotezy
ArrayList ARLit_a = new ArrayList();
foreach (BooleanLiteralStruct lit in HypList[i].booleanLiterals)
{
if (lit.cedentType == CedentEnum.Antecedent)
{
Rec_ti_literal l = new Rec_ti_literal();
l.id = "tiLit" + rHyp.id + "_" + litCounter.ToString();
litCounter++;
if(lit.negation)
l.quant = "¬";
l.quant = lit.literalName;
foreach (string s in lit.categoriesNames)
l.value += s;
ARLit_a.Add(l);
}
}
Rec_ti_literal[] ALit_a = (Rec_ti_literal[])ARLit_a.ToArray(typeof(Rec_ti_literal)); // pole literalu daneho cedentu
#endregion
#region element ti_cedent (Succedent)
rSuc.id = "suc" + rHyp.id;
rSuc.type = "Succedent";
// literaly
ArrayList ARLit_s = new ArrayList();
foreach (BooleanLiteralStruct lit in HypList[i].booleanLiterals)
{
if (lit.cedentType == CedentEnum.Succedent)
{
Rec_ti_literal l = new Rec_ti_literal();
l.id = "tiLit" + rHyp.id + "_" + litCounter.ToString();
litCounter++;
if (lit.negation)
l.quant = "¬";
l.quant = lit.literalName;
foreach (string s in lit.categoriesNames)
l.value += s;
ARLit_s.Add(l);
}
}
Rec_ti_literal[] ALit_s = (Rec_ti_literal[])ARLit_s.ToArray(typeof(Rec_ti_literal)); // pole literalu daneho cedentu
#endregion
#region element ti_cedent (Condition)
rCon.id = "con" + rHyp.id;
rCon.type = "Condition";
// literaly
ArrayList ARLit_c = new ArrayList();
foreach (BooleanLiteralStruct lit in HypList[i].booleanLiterals)
{
if (lit.cedentType == CedentEnum.Condition)
{
Rec_ti_literal l = new Rec_ti_literal();
l.id = "tiLit" + rHyp.id + "_" + litCounter.ToString();
litCounter++;
if (lit.negation)
l.quant = "¬";
l.quant = lit.literalName;
foreach (string s in lit.categoriesNames)
l.value += s;
ARLit_s.Add(l);
}
}
Rec_ti_literal[] ALit_c = (Rec_ti_literal[])ARLit_c.ToArray(typeof(Rec_ti_literal)); // pole literalu daneho cedentu
#endregion
#region Vypsani jedne hypotezy do XML stringu
string oneHypString = "";
// vypsani hypotezy do XML
oneHypString += rHyp.ToXML();
// vypsani Antecedentu do XML
oneHypString += rAnt.ToXML(ALit_a);
// vypsani Succedentu do XML
oneHypString += rSuc.ToXML(ALit_s);
// vypsani Condition do XML
oneHypString += rCon.ToXML(ALit_c);
resultString += oneHypString;
#endregion
}
#endregion
}
catch (System.Exception e)
{
ErrStr += "Box ProjectIdentifier=" + box.ProjectIdentifier.ToString() + ": " + e.Message + "\n";
}
}
#endregion
// vypsani pripadne chybove hlasky:
if (!String.IsNullOrEmpty(ErrStr))
MessageBox.Show("Pri nacitani hypotez doslo k chybam:\n" + ErrStr, "Chyba", MessageBoxButtons.OK, MessageBoxIcon.Error);
// korenovy element
resultString += "</active_list>";
// Kody - ulozeni vystupu do souboru "XML4fthypExample.xml" v adresari
XMLHelper.saveXMLexample(resultString, "../XML/XML4fthypExample.xml");
return resultString;
}
/// <summary>
/// Returns XML string with all occurences of Active element "SD-KL hypothesis".
/// </summary>
/// <param name="index">index of data source in FEplugin data sources table</param>
/// <returns>XML string</returns>
public static string getList(int index)
{
string resultString = ""; // result XML string
// loading DTD to resultString
try { resultString = XMLHelper.loadDTD(); }
catch (Exception e)
{
#if (LADENI)
MessageBox.Show("error while loading DTD: " + e.Message);
#endif
return(resultString);
}
// root element
resultString += "<active_list>";
string PropName = "Hypotheses"; // name of property which contain a list of hypotheses
// searching all boxes SD-KL-tasks
IBoxModule[] TaskBoxes = BoxesHelper.ListBoxesWithID(CFEsourcesTab.Sources[index] as CFEsource, "LISpMinerTasks.SDKLTask");
// processing of each box - searching all KL-hypotheses
string ErrStr = ""; // error report
string matrix_name = "unknown"; // analyzed data matrix name
string db_name = "unknown"; // analyzed database name
string task_name = "unknown"; // task name - given with user name of box FFTTast
// creatind delegates for functions of quantifiers
// "sum of values"
ContingencyTable.QuantifierValue <TwoDimensionalContingencyTable> sum_delegat = new ContingencyTable.QuantifierValue <TwoDimensionalContingencyTable>(TwoDimensionalContingencyTable.GetSumOfValues);
// "min value"
ContingencyTable.QuantifierValue <TwoDimensionalContingencyTable> min_delegat = new ContingencyTable.QuantifierValue <TwoDimensionalContingencyTable>(TwoDimensionalContingencyTable.GetMinValue);
// "max value"
ContingencyTable.QuantifierValue <TwoDimensionalContingencyTable> max_delegat = new ContingencyTable.QuantifierValue <TwoDimensionalContingencyTable>(TwoDimensionalContingencyTable.GetMaxValue);
#region Loop - processing of each KL-Task from array TaskBoxes
foreach (IBoxModule box in TaskBoxes)
{
try
{
// searching data source name (database)
IBoxModule[] db_names = BoxesHelper.ListAncestBoxesWithID(box, "DataMiningCommon.Database");
if (db_names.GetLength(0) != 1) // searched more than one data source or neither one
{
throw new System.Exception("found " + db_names.GetLength(0).ToString() + " databases");
}
db_name = (db_names[0].GetPropertyOther("DatabaseName") as StringT).stringValue;
// searching data matrix name
IBoxModule[] matrix_names = BoxesHelper.ListAncestBoxesWithID(box, "DataMiningCommon.DataMatrix");
if (matrix_names.GetLength(0) != 1) // searched more than one data source or neither one
{
throw new System.Exception("found " + matrix_names.GetLength(0).ToString() + " data matrixes");
}
matrix_name = (matrix_names[0].GetPropertyOther("Name") as StringT).stringValue;
// searching task name
task_name = box.UserName;
// searching the list of all hypotheses in this task
HypothesesT HypT = box.GetPropertyOther(PropName) as HypothesesT;
HypothesisStruct[] HypList = HypT.hypothesesValue.Clone() as HypothesisStruct[];
// records for storing the results
Rec_hyp_SDKL rHyp = new Rec_hyp_SDKL(); // SD-KL hypothesis
Rec_ti_attribute rAnt = new Rec_ti_attribute(); // Antecedent (Row attributes)
Rec_ti_attribute rSuc = new Rec_ti_attribute(); // Succedent (Column attributes)
Rec_ti_cedent rCon = new Rec_ti_cedent(); // condition
Rec_ti_cedent rSet1 = new Rec_ti_cedent(); // set 1
Rec_ti_cedent rSet2 = new Rec_ti_cedent(); // set 2
#region Loop - processing of each hypotheses jedne krabicky SDKLTask
// Loop over all hypotheses
for (int i = 0; i < HypList.GetLength(0); i++)
{
#region element hyp_SDKL
rHyp.id = "hypSDKL" + box.ProjectIdentifier.ToString() + "_" + i.ToString();
rHyp.db_name = db_name;
rHyp.matrix_name = matrix_name;
rHyp.task_name = task_name;
rHyp.row_attributes = "r_attr" + rHyp.id;
rHyp.column_attributes = "c_attr" + rHyp.id;
rHyp.condition = "con" + rHyp.id;
rHyp.set1 = "set1" + rHyp.id;
rHyp.set2 = "set2" + rHyp.id;
TwoDimensionalContingencyTable CT1 = new TwoDimensionalContingencyTable(HypList[i].quantifierSetting.firstContingencyTableRows); // Contingency Table 1
TwoDimensionalContingencyTable CT2 = new TwoDimensionalContingencyTable(HypList[i].quantifierSetting.secondContingencyTableRows); // Contingency Table 2
rHyp.Tab1 = HypList[i].quantifierSetting.firstContingencyTableRows;
rHyp.Tab2 = HypList[i].quantifierSetting.secondContingencyTableRows;
// values of quantifiers - set1
try
{
rHyp.sum1 = CT1.SumOfValues.ToString();
rHyp.min1 = CT1.MinValue.ToString();
rHyp.max1 = CT1.MaxValue.ToString();
rHyp.chi_sq1 = TwoDimensionalContingencyTable.ChiSquare(CT1).ToString();
rHyp.fnc_s1 = TwoDimensionalContingencyTable.SumOfRowMaximumsValue(CT1).ToString();
rHyp.fnc_r1 = TwoDimensionalContingencyTable.MinOfRowMaximumsValue(CT1).ToString();
rHyp.h_c1 = CT1.MarginalColumnEntropy.ToString();
rHyp.h_r1 = CT1.MarginalRowEntropy.ToString();
rHyp.h_c_r1 = TwoDimensionalContingencyTable.ConditionalCREntropyValue(CT1).ToString();
rHyp.mi1 = CT1.MutualInformation.ToString();
//rHyp.aic = CT.???; TODO
rHyp.kend1 = TwoDimensionalContingencyTable.KendalValue(CT1).ToString();
}
catch (System.Exception e) // TODO: Ferda ma chyby ve vypoctech -> opravit!
{
ErrStr += "Box ProjectIdentifier=" + box.ProjectIdentifier.ToString() + ": chyba pri vypoctu quantifier: " + e.Message + "\n";
}
// values of quantifiers - set2
try
{
rHyp.sum2 = CT2.SumOfValues.ToString();
rHyp.min2 = CT2.MinValue.ToString();
rHyp.max2 = CT2.MaxValue.ToString();
rHyp.chi_sq2 = TwoDimensionalContingencyTable.ChiSquare(CT2).ToString();
rHyp.fnc_s2 = TwoDimensionalContingencyTable.SumOfRowMaximumsValue(CT2).ToString();
rHyp.fnc_r2 = TwoDimensionalContingencyTable.MinOfRowMaximumsValue(CT2).ToString();
rHyp.h_c2 = CT2.MarginalColumnEntropy.ToString();
rHyp.h_r2 = CT2.MarginalRowEntropy.ToString();
rHyp.h_c_r2 = TwoDimensionalContingencyTable.ConditionalCREntropyValue(CT2).ToString();
rHyp.mi2 = CT2.MutualInformation.ToString();
//rHyp.aic = CT.???; TODO
rHyp.kend2 = TwoDimensionalContingencyTable.KendalValue(CT2).ToString();
}
catch (System.Exception e) // Ferda ma chyby ve vypoctech!
{
ErrStr += "Box ProjectIdentifier=" + box.ProjectIdentifier.ToString() + ": chyba pri vypoctu quantifier: " + e.Message + "\n";
}
// values of quantifiers - diffrent of set1 a set2
try
{
rHyp.da_sum = TwoDimensionalContingencyTable.Value <TwoDimensionalContingencyTable>(sum_delegat, CT1, CT2, OperationModeEnum.DifferencesOfAbsoluteFrequencies).ToString();
rHyp.da_min = TwoDimensionalContingencyTable.Value <TwoDimensionalContingencyTable>(min_delegat, CT1, CT2, OperationModeEnum.DifferencesOfAbsoluteFrequencies).ToString();
rHyp.da_max = TwoDimensionalContingencyTable.Value <TwoDimensionalContingencyTable>(max_delegat, CT1, CT2, OperationModeEnum.DifferencesOfAbsoluteFrequencies).ToString();
rHyp.dr_sum = TwoDimensionalContingencyTable.Value <TwoDimensionalContingencyTable>(sum_delegat, CT1, CT2, OperationModeEnum.DifferencesOfRelativeFrequencies).ToString();
rHyp.dr_min = TwoDimensionalContingencyTable.Value <TwoDimensionalContingencyTable>(min_delegat, CT1, CT2, OperationModeEnum.DifferencesOfRelativeFrequencies).ToString();
rHyp.dr_max = TwoDimensionalContingencyTable.Value <TwoDimensionalContingencyTable>(max_delegat, CT1, CT2, OperationModeEnum.DifferencesOfRelativeFrequencies).ToString();
}
catch (System.Exception e) // Ferda ma chyby ve vypoctech!
{
ErrStr += "Box ProjectIdentifier=" + box.ProjectIdentifier.ToString() + ": chyba pri vypoctu quantifier: " + e.Message + "\n";
}
#endregion
#region element ti_attribute Row attributes (Antecedent)
rAnt.id = rHyp.row_attributes;
rAnt.type = "Row attributes";
rAnt.quant = ""; // deleting previous value
// category
List <Rec_ti_category> Cat_a = new List <Rec_ti_category>();
foreach (LiteralStruct lit in HypList[i].literals)
{
if (lit.cedentType == CedentEnum.Antecedent)
{
rAnt.quant += lit.literalName;
foreach (string s in lit.categoriesNames)
{
Rec_ti_category C = new Rec_ti_category();
C.value = s;
Cat_a.Add(C);
}
}
}
#endregion
#region element ti_attribute Column attributes (Succedent)
rSuc.id = rHyp.column_attributes;
rSuc.type = "Column attributes";
rSuc.quant = ""; // deleting previous value
// category
List <Rec_ti_category> Cat_s = new List <Rec_ti_category>();
foreach (LiteralStruct lit in HypList[i].literals)
{
if (lit.cedentType == CedentEnum.Succedent)
{
rSuc.quant += lit.literalName;
foreach (string s in lit.categoriesNames)
{
Rec_ti_category C = new Rec_ti_category();
C.value = s;
Cat_s.Add(C);
}
}
}
#endregion
#region element ti_cedent (Condition)
rCon.id = "con" + rHyp.id;
rCon.type = "Condition";
// literals
int litCounter = 0; // counter of literals of this hypothesis
List <Rec_ti_literal> Lit_c = new List <Rec_ti_literal>();
foreach (BooleanLiteralStruct lit in HypList[i].booleanLiterals)
{
if (lit.cedentType == CedentEnum.Condition)
{
Rec_ti_literal l = new Rec_ti_literal();
l.id = "tiLit" + rHyp.id + "_" + litCounter.ToString();
litCounter++;
if (lit.negation)
{
l.quant = "¬";
}
l.quant += lit.literalName;
int counter = 0;
foreach (string s in lit.categoriesNames)
{
if (counter > 0)
{
l.value += ",";
}
l.value += s;
counter++;
}
Lit_c.Add(l);
}
}
#endregion
#region element ti_cedent (Set1)
rSet1.id = rHyp.set1;
rSet1.type = "First Set";
// literals
List <Rec_ti_literal> Lit_s1 = new List <Rec_ti_literal>();
foreach (BooleanLiteralStruct lit in HypList[i].booleanLiterals)
{
if (lit.cedentType == CedentEnum.FirstSet)
{
Rec_ti_literal l = new Rec_ti_literal();
l.id = "tiLit" + rHyp.id + "_" + litCounter.ToString();
litCounter++;
if (lit.negation)
{
l.quant = "¬";
}
l.quant += lit.literalName;
int counter = 0;
foreach (string s in lit.categoriesNames)
{
if (counter > 0)
{
l.value += ",";
}
l.value += s;
counter++;
}
Lit_s1.Add(l);
}
}
#endregion
#region element ti_cedent (Set2)
rSet2.id = rHyp.set2;
rSet2.type = "Second Set";
// literals
List <Rec_ti_literal> Lit_s2 = new List <Rec_ti_literal>();
foreach (BooleanLiteralStruct lit in HypList[i].booleanLiterals)
{
if (lit.cedentType == CedentEnum.SecondSet)
{
Rec_ti_literal l = new Rec_ti_literal();
l.id = "tiLit" + rHyp.id + "_" + litCounter.ToString();
litCounter++;
if (lit.negation)
{
l.quant = "¬";
}
l.quant += lit.literalName;
int counter = 0;
foreach (string s in lit.categoriesNames)
{
if (counter > 0)
{
l.value += ",";
}
l.value += s;
counter++;
}
Lit_s2.Add(l);
}
}
#endregion
#region Generating of one hypothesis to XML string
string oneHypString = "";
// generating hypotheses to XML
oneHypString += rHyp.ToXML();
// generating Row attributes (Antecedent) to XML
oneHypString += rAnt.ToXML(Cat_a);
// generating Column attributes (Succedent) to XML
oneHypString += rSuc.ToXML(Cat_s);
// generating Condition to XML
oneHypString += rCon.ToXML(Lit_c);
// generating Set1 to XML
oneHypString += rSet1.ToXML(Lit_s1);
// generating Set2 to XML
oneHypString += rSet2.ToXML(Lit_s2);
resultString += oneHypString;
#endregion
}
#endregion
}
catch (System.Exception e)
{
ErrStr += "Box ProjectIdentifier=" + box.ProjectIdentifier.ToString() + ": " + e.Message + "\n";
}
}
#endregion
// root element
resultString += "</active_list>";
#if (LADENI)
// generating of error message:
if (!String.IsNullOrEmpty(ErrStr)) // LADICI
{
MessageBox.Show("Pri nacitani SD-KL hypotheses doslo k chybam:\n" + ErrStr, "Chyba", MessageBoxButtons.OK, MessageBoxIcon.Error);
}
// LADICI - Kody - storing output to file "XMLsd4fthypExample.xml" in directory
XMLHelper.saveXMLexample(resultString, "../XML/XMLsdKLhypExample.xml");
#endif
return(resultString);
}
/// <summary>
/// Returns XML string with all occurences of Active element "KL hypothesis".
/// </summary>
/// <param name="index">index of data source in FEplugin data sources table</param>
/// <returns>XML string</returns>
public static string getList(int index)
{
string resultString = ""; // result XML string
// loading DTD to resultString
try { resultString = XMLHelper.loadDTD(); }
catch (Exception e)
{
#if (LADENI)
MessageBox.Show("error while loading DTD: " + e.Message);
#endif
return resultString;
}
// root element
resultString += "<active_list>";
string PropName = "Hypotheses"; // name of property which contain a list of hypotheses
// searching all boxes KL-uloh
IBoxModule[] TaskBoxes = BoxesHelper.ListBoxesWithID(CFEsourcesTab.Sources[index] as CFEsource, "LISpMinerTasks.KLTask");
// processing of each box - searching all KL-hypotheses
string ErrStr = ""; // error report
string matrix_name = "unknown"; // analyzed data matrix name
string db_name="unknown"; // analyzed database name
string task_name = "unknown"; // task name - given with user name of box FFTTast
#region Loop - processing of each KL-Task from array TaskBoxes
foreach (IBoxModule box in TaskBoxes)
{
try
{
// searching data source name (database)
IBoxModule[] db_names = BoxesHelper.ListAncestBoxesWithID(box, "DataMiningCommon.Database");
if (db_names.GetLength(0) != 1) // searched more than one data source or neither one
throw new System.Exception("found " + db_names.GetLength(0).ToString() + " databases");
db_name = (db_names[0].GetPropertyOther("DatabaseName") as StringT).stringValue;
// searching data matrix name
IBoxModule[] matrix_names = BoxesHelper.ListAncestBoxesWithID(box, "DataMiningCommon.DataMatrix");
if (matrix_names.GetLength(0) != 1) // searched more than one data source or neither one
throw new System.Exception("found " + matrix_names.GetLength(0).ToString() + " data matrixes");
matrix_name = (matrix_names[0].GetPropertyOther("Name") as StringT).stringValue;
// searching task name
task_name = box.UserName;
// searching the list of all hypotheses in this task
HypothesesT HypT = box.GetPropertyOther(PropName) as HypothesesT;
HypothesisStruct[] HypList = HypT.hypothesesValue.Clone() as HypothesisStruct[];
// records for storing the results
Rec_hyp_KL rHyp = new Rec_hyp_KL(); // KL hypothesis
Rec_ti_attribute rAnt = new Rec_ti_attribute(); // Antecedent (Row attributes)
Rec_ti_attribute rSuc = new Rec_ti_attribute(); // Succedent (Column attributes)
Rec_ti_cedent rCon = new Rec_ti_cedent(); // condition
#region Loop - processing of each hypotheses jedne krabicky KLTask
// Loop over all hypotheses
for (int i = 0; i < HypList.GetLength(0); i++)
{
#region element hyp_KL
rHyp.id = "hypKL" + box.ProjectIdentifier.ToString() + "_" + i.ToString();
rHyp.db_name = db_name;
rHyp.matrix_name = matrix_name;
rHyp.task_name = task_name;
rHyp.row_attributes = "r_attr" + rHyp.id;
rHyp.column_attributes = "c_attr" + rHyp.id;
rHyp.condition = "con" + rHyp.id;
TwoDimensionalContingencyTable CT = new TwoDimensionalContingencyTable(HypList[i].quantifierSetting.firstContingencyTableRows); // Contingency Table
rHyp.Tab = HypList[i].quantifierSetting.firstContingencyTableRows;
// values of quantifiers - first set
try
{
rHyp.sum = CT.SumOfValues.ToString();
rHyp.min = CT.MinValue.ToString();
rHyp.max = CT.MaxValue.ToString();
rHyp.chi_sq = TwoDimensionalContingencyTable.ChiSquare(CT).ToString();
rHyp.fnc_s = TwoDimensionalContingencyTable.SumOfRowMaximumsValue(CT).ToString();
rHyp.fnc_r = TwoDimensionalContingencyTable.MinOfRowMaximumsValue(CT).ToString();
rHyp.h_c = CT.MarginalColumnEntropy.ToString();
rHyp.h_r = CT.MarginalRowEntropy.ToString();
rHyp.h_c_r = TwoDimensionalContingencyTable.ConditionalCREntropyValue(CT).ToString();
rHyp.mi = CT.MutualInformation.ToString();
//rHyp.aic = CT.???; TODO
rHyp.kend = TwoDimensionalContingencyTable.KendalValue(CT).ToString();
}
catch (System.Exception e) // There are some errors in Ferda quantifier values!
{
ErrStr += "Box ProjectIdentifier=" + box.ProjectIdentifier.ToString() + ": chyba pri vypoctu kvantifikatoru: " + e.Message + "\n";
}
#endregion
#region element ti_attribute Row attributes (Antecedent)
rAnt.id = rHyp.row_attributes;
rAnt.type = "Row attributes";
rAnt.quant = ""; // deleting previous value
// category
List<Rec_ti_category> Cat_a = new List<Rec_ti_category>();
foreach (LiteralStruct lit in HypList[i].literals)
{
if (lit.cedentType == CedentEnum.Antecedent)
{
rAnt.quant += lit.literalName;
foreach (string s in lit.categoriesNames)
{
Rec_ti_category C = new Rec_ti_category();
C.value = s;
Cat_a.Add(C);
}
// ??? k cemu je polozka LitralStruct.categoriesValues ?
}
}
#endregion
#region element ti_attribute Column attributes (Succedent)
rSuc.id = rHyp.column_attributes;
rSuc.type = "Column attributes";
rSuc.quant = ""; // deleting previous value
// category
List<Rec_ti_category> Cat_s = new List<Rec_ti_category>();
foreach (LiteralStruct lit in HypList[i].literals)
{
if (lit.cedentType == CedentEnum.Succedent)
{
rSuc.quant += lit.literalName;
foreach (string s in lit.categoriesNames)
{
Rec_ti_category C = new Rec_ti_category();
C.value = s;
Cat_s.Add(C);
}
// ??? k cemu je polozka LitralStruct.categoriesValues ?
}
}
#endregion
#region element ti_cedent (Condition)
rCon.id = "con" + rHyp.id;
rCon.type = "Condition";
// literals
int litCounter = 0; // counter of literals of this hypotheses
List<Rec_ti_literal> Lit_c = new List<Rec_ti_literal>();
foreach (BooleanLiteralStruct lit in HypList[i].booleanLiterals)
{
if (lit.cedentType == CedentEnum.Condition)
{
Rec_ti_literal l = new Rec_ti_literal();
l.id = "tiLit" + rHyp.id + "_" + litCounter.ToString();
litCounter++;
if (lit.negation)
l.quant = "¬";
l.quant += lit.literalName;
int counter = 0;
foreach (string s in lit.categoriesNames)
{
if (counter > 0)
l.value += ",";
l.value += s;
counter++;
}
Lit_c.Add(l);
}
}
#endregion
#region Generating of one hypotheses to XML string
string oneHypString = "";
// generating hypotheses to XML
oneHypString += rHyp.ToXML();
// generating Row attributes (Antecedent) to XML
oneHypString += rAnt.ToXML(Cat_a);
// generating Column attributes (Succedent) to XML
oneHypString += rSuc.ToXML(Cat_s);
// generating Condition to XML
oneHypString += rCon.ToXML(Lit_c);
resultString += oneHypString;
#endregion
}
#endregion
}
catch (System.Exception e)
{
ErrStr += "Box ProjectIdentifier=" + box.ProjectIdentifier.ToString() + ": " + e.Message + "\n";
}
}
#endregion
// root element
resultString += "</active_list>";
#if (LADENI)
// generating of error message:
if (!String.IsNullOrEmpty(ErrStr)) // LADICI
MessageBox.Show("Pri nacitani KL hypotheses doslo k chybam:\n" + ErrStr, "Chyba", MessageBoxButtons.OK, MessageBoxIcon.Error);
// LADICI - Kody - storing output to file "XMLsd4fthypExample.xml" in directory
XMLHelper.saveXMLexample(resultString, "../XML/XMLKLhypExample.xml");
#endif
return resultString;
}
/// <summary>
/// Implementation of Active element "CF hypothesis"
/// </summary>
/// <param name="index">index of data source in data sources tab </param>
/// <returns>Returns XML string with all occurences of Active element type "CF hypothesis" from data source with given index</returns>
public static string getList(int index)
{
string resultString = ""; // result XML string
// loading DTD to resultString
try { resultString = XMLHelper.loadDTD(); }
catch (Exception e)
{
#if (LADENI)
MessageBox.Show("error while loading DTD: " + e.Message);
#endif
return(resultString);
}
// root element
resultString += "<active_list>";
string PropName = "Hypotheses"; // name of property which contain a list of hypotheses
// searching all boxes CF-task
IBoxModule[] TaskBoxes = BoxesHelper.ListBoxesWithID(CFEsourcesTab.Sources[index] as CFEsource, "LISpMinerTasks.CFTask");
// processing of each box - searching all CF-hypotheses
string ErrStr = ""; // error report
string matrix_name = "unknown"; // analyzed data matrix name
string db_name = "unknown"; // analyzed database name
string task_name = "unknown"; // task name - given by user name of box FFTTast
#region Loop - processing of each CF-Tasku from array TaskBoxes
foreach (IBoxModule box in TaskBoxes)
{
try
{
// searching data source name (database)
IBoxModule[] db_names = BoxesHelper.ListAncestBoxesWithID(box, "DataMiningCommon.Database");
if (db_names.GetLength(0) != 1) // searched more than one data source or neither one
{
throw new System.Exception("found " + db_names.GetLength(0).ToString() + " databases");
}
db_name = (db_names[0].GetPropertyOther("DatabaseName") as StringT).stringValue;
// searching data matrix name
IBoxModule[] matrix_names = BoxesHelper.ListAncestBoxesWithID(box, "DataMiningCommon.DataMatrix");
if (matrix_names.GetLength(0) != 1) // searched more than one data source or neither one
{
throw new System.Exception("found " + matrix_names.GetLength(0).ToString() + " data matrixes");
}
matrix_name = (matrix_names[0].GetPropertyOther("Name") as StringT).stringValue;
// searching task name
task_name = box.UserName;
// searching the list of all hypotheses in this task
HypothesesT HypT = box.GetPropertyOther(PropName) as HypothesesT;
HypothesisStruct[] HypList = HypT.hypothesesValue.Clone() as HypothesisStruct[];
// records for storing the results
Rec_hyp_cf rHyp = new Rec_hyp_cf(); // CF hypothesis
Rec_ti_attribute rAnt = new Rec_ti_attribute(); // Antecedent (Attributes)
Rec_ti_cedent rCon = new Rec_ti_cedent(); // condition
#region Loop - processing of each hypotheses jedne krabicky CFTask
// Loop over all hypotheses
for (int i = 0; i < HypList.GetLength(0); i++)
{
#region element hyp_cf
rHyp.id = "hypcf" + box.ProjectIdentifier.ToString() + "_" + i.ToString();
rHyp.db_name = db_name;
rHyp.matrix_name = matrix_name;
rHyp.task_name = task_name;
rHyp.attributes = "attr" + rHyp.id;
rHyp.condition = "con" + rHyp.id;
OneDimensionalContingencyTable CT = new OneDimensionalContingencyTable(HypList[i].quantifierSetting.firstContingencyTableRows); // Contingency Table
rHyp.Tab = HypList[i].quantifierSetting.firstContingencyTableRows[0];
// values of quantifiers
try
{
rHyp.sum = CT.SumOfValues.ToString();
rHyp.min = CT.MinValue.ToString();
rHyp.max = CT.MaxValue.ToString();
rHyp.v = CT.VariationRatio.ToString();
rHyp.nom_var = CT.NominalVariation.ToString();
rHyp.dor_var = CT.DiscreteOrdinaryVariation.ToString();
rHyp.avg_a = CT.ArithmeticAverage.ToString();
rHyp.avg_g = CT.GeometricAverage.ToString();
rHyp.var = CT.Variance.ToString();
rHyp.st_dev = CT.StandardDeviation.ToString();
rHyp.skew = CT.Skewness.ToString();
rHyp.asym = CT.Asymentry.ToString();
}
catch (System.Exception e) // !!There are some errors in Ferda quantifier values! !
{
ErrStr += "Box ProjectIdentifier=" + box.ProjectIdentifier.ToString() + ": chyba pri vypoctu kvantifikatoru: " + e.Message + "\n";
}
#endregion
#region element ti_attribute Attributes (Antecedent)
rAnt.id = rHyp.attributes;
rAnt.type = "Attributes";
rAnt.quant = ""; // deleting previous value
// category
List <Rec_ti_category> Cat_a = new List <Rec_ti_category>();
foreach (LiteralStruct lit in HypList[i].literals)
{
if (lit.cedentType == CedentEnum.Antecedent)
{
rAnt.quant += lit.literalName;
foreach (string s in lit.categoriesNames)
{
Rec_ti_category C = new Rec_ti_category();
C.value = s;
Cat_a.Add(C);
}
}
}
#endregion
#region element ti_cedent (Condition)
int litCounter = 0; // counter of literals of this cedent
rCon.id = "con" + rHyp.id;
rCon.type = "Condition";
// literals
List <Rec_ti_literal> Lit_c = new List <Rec_ti_literal>();
foreach (BooleanLiteralStruct lit in HypList[i].booleanLiterals)
{
if (lit.cedentType == CedentEnum.Condition)
{
Rec_ti_literal l = new Rec_ti_literal();
l.id = "tiLit" + rHyp.id + "_" + litCounter.ToString();
litCounter++;
if (lit.negation)
{
l.quant = "¬";
}
l.quant += lit.literalName;
int counter = 0;
foreach (string s in lit.categoriesNames)
{
if (counter > 0)
{
l.value += ",";
}
l.value += s;
counter++;
}
Lit_c.Add(l);
}
}
#endregion
#region Generating of one hypotheses to XML string
string oneHypString = "";
// generating hypotheses to XML
oneHypString += rHyp.ToXML();
// generating Attributes (Antecedent) to XML
oneHypString += rAnt.ToXML(Cat_a);
// generating Condition to XML
oneHypString += rCon.ToXML(Lit_c);
resultString += oneHypString;
#endregion
}
#endregion
}
catch (System.Exception e)
{
ErrStr += "Box ProjectIdentifier=" + box.ProjectIdentifier.ToString() + ": " + e.Message + "\n";
}
}
#endregion
// root element
resultString += "</active_list>";
#if (LADENI)
// generating of error message:
if (!String.IsNullOrEmpty(ErrStr)) // LADICI
{
MessageBox.Show("Pri nacitani CF hypotheses doslo k chybam:\n" + ErrStr, "Chyba", MessageBoxButtons.OK, MessageBoxIcon.Error);
}
// LADICI - Kody - storing output to file "XMLsd4fthypExample.xml" in directory
XMLHelper.saveXMLexample(resultString, "../XML/XMLcfhypExample.xml");
#endif
return(resultString);
}
/// <summary>
/// Returns XML string with all occurences of Active element "4FT hypothesis".
/// </summary>
/// <param name="index">index of data source in FEplugin data sources table</param>
/// <returns>XML string</returns>
public static string getList(int index)
{
string resultString = ""; // result XML string
// loading DTD to resultString
try { resultString = XMLHelper.loadDTD(); }
catch (Exception e)
{
#if (LADENI)
MessageBox.Show("error while loading DTD: " + e.Message);
#endif
return(resultString);
}
// root element
resultString += "<active_list>";
string PropName = "Hypotheses"; // name of Property, which contain list of hypotheses
// searching all boxes with type "4FT-task"
IBoxModule[] FFTTaskBoxes = BoxesHelper.ListBoxesWithID(CFEsourcesTab.Sources[index] as CFEsource, "LISpMinerTasks.FFTTask");
// loop over all boxes - getting all hypotheses
string ErrStr = ""; // error report
string matrix_name = "unknown"; // analyzed data matrix name
string db_name = "unknown"; // analyzed database name
string task_name = "unknown"; // task name - given with user name of box FFTTast
#region Loop - processing of each 4ft-Task from array FFTTaskBoxes
foreach (IBoxModule box in FFTTaskBoxes)
{
try
{
// searching data source name (database)
IBoxModule[] db_names = BoxesHelper.ListAncestBoxesWithID(box, "DataMiningCommon.Database");
if (db_names.GetLength(0) != 1) // searched more than one data source or neither one
{
throw new System.Exception("found " + db_names.GetLength(0).ToString() + " databases");
}
db_name = (db_names[0].GetPropertyOther("DatabaseName") as StringT).stringValue;
// searching data matrix name
IBoxModule[] matrix_names = BoxesHelper.ListAncestBoxesWithID(box, "DataMiningCommon.DataMatrix");
if (matrix_names.GetLength(0) != 1) // searched more than one data source or neither one
{
throw new System.Exception("found " + matrix_names.GetLength(0).ToString() + " data matrixes");
}
matrix_name = (matrix_names[0].GetPropertyOther("Name") as StringT).stringValue;
// searching task name
task_name = box.UserName;
// searching the list of all hypotheses in this task
HypothesesT HypT = box.GetPropertyOther(PropName) as HypothesesT;
HypothesisStruct[] HypList = HypT.hypothesesValue.Clone() as HypothesisStruct[];
// records for storing the results
Rec_hyp_4ft rHyp = new Rec_hyp_4ft(); // hypothesis
Rec_ti_cedent rAnt = new Rec_ti_cedent(); // antecedent
Rec_ti_cedent rSuc = new Rec_ti_cedent(); // succedent
Rec_ti_cedent rCon = new Rec_ti_cedent(); // condition
#region Loop - processing of each hypotez jedne krabicky FFTTask
// Loop over all hypotheses
for (int i = 0; i < HypList.GetLength(0); i++)
{
#region element hyp_4ft
rHyp.id = "hyp4ft" + box.ProjectIdentifier.ToString() + "_" + i.ToString();
rHyp.db_name = db_name;
rHyp.matrix_name = matrix_name;
rHyp.task_name = task_name;
rHyp.antecedent = "ant" + rHyp.id;
rHyp.succedent = "suc" + rHyp.id;
rHyp.condition = "con" + rHyp.id;
FourFoldContingencyTable FFT = new FourFoldContingencyTable(HypList[i].quantifierSetting.firstContingencyTableRows);
rHyp.a = FFT.A.ToString();
rHyp.b = FFT.B.ToString();
rHyp.c = FFT.C.ToString();
rHyp.d = FFT.D.ToString();
// values of quantifiers
rHyp.conf = FourFoldContingencyTable.FoundedImplicationValue(FFT).ToString(); // Founded implication (a/a+b)
rHyp.d_conf = FourFoldContingencyTable.DoubleFoundedImplicationValue(FFT).ToString(); // Double Founded implication (a/a+b+c)
rHyp.e_conf = FourFoldContingencyTable.FoundedEquivalenceValue(FFT).ToString(); // Founded Equivalence (a+d)/(a+b+c+d) ??? BUG ve Ferdovi
rHyp.support = FourFoldContingencyTable.BaseCeilValue(FFT).ToString(); //??? Support (a/a+b+c+d)
// helping variable
double avg_diff = FourFoldContingencyTable.AboveAverageImplicationValue(FFT) - 1; // Averafe difference ((a*(a+b+c+d))/((a+b)*(a+c)) -1)
rHyp.avg_diff = avg_diff.ToString();
rHyp.fisher = FFT.FisherValue().ToString();
rHyp.chi_sq = FFT.ChiSquareValue().ToString();
#endregion
#region element ti_cedent (Antecedent)
rAnt.id = "ant" + rHyp.id;
rAnt.type = "Antecedent";
// literals
int litCounter = 0; // counter of literals of this hypotheses
List <Rec_ti_literal> Lit_a = new List <Rec_ti_literal>();
foreach (BooleanLiteralStruct lit in HypList[i].booleanLiterals)
{
if (lit.cedentType == CedentEnum.Antecedent)
{
Rec_ti_literal l = new Rec_ti_literal();
l.id = "tiLit" + rHyp.id + "_" + litCounter.ToString();
litCounter++;
if (lit.negation)
{
l.quant = "¬";
}
l.quant += lit.literalName;
int counter = 0;
foreach (string s in lit.categoriesNames)
{
if (counter > 0)
{
l.value += ",";
}
l.value += s;
counter++;
}
Lit_a.Add(l);
}
}
#endregion
#region element ti_cedent (Succedent)
rSuc.id = "suc" + rHyp.id;
rSuc.type = "Succedent";
// literals
List <Rec_ti_literal> Lit_s = new List <Rec_ti_literal>();
foreach (BooleanLiteralStruct lit in HypList[i].booleanLiterals)
{
if (lit.cedentType == CedentEnum.Succedent)
{
Rec_ti_literal l = new Rec_ti_literal();
l.id = "tiLit" + rHyp.id + "_" + litCounter.ToString();
litCounter++;
if (lit.negation)
{
l.quant = "¬";
}
l.quant += lit.literalName;
int counter = 0;
foreach (string s in lit.categoriesNames)
{
if (counter > 0)
{
l.value += ",";
}
l.value += s;
counter++;
}
Lit_s.Add(l);
}
}
#endregion
#region element ti_cedent (Condition)
rCon.id = "con" + rHyp.id;
rCon.type = "Condition";
// literals
List <Rec_ti_literal> Lit_c = new List <Rec_ti_literal>();
foreach (BooleanLiteralStruct lit in HypList[i].booleanLiterals)
{
if (lit.cedentType == CedentEnum.Condition)
{
Rec_ti_literal l = new Rec_ti_literal();
l.id = "tiLit" + rHyp.id + "_" + litCounter.ToString();
litCounter++;
if (lit.negation)
{
l.quant = "¬";
}
l.quant += lit.literalName;
int counter = 0;
foreach (string s in lit.categoriesNames)
{
if (counter > 0)
{
l.value += ",";
}
l.value += s;
counter++;
}
Lit_c.Add(l);
}
}
#endregion
#region Generating of one hypotheses to XML string
string oneHypString = "";
// generating hypotheses to XML
oneHypString += rHyp.ToXML();
// generating Antecedent to XML
oneHypString += rAnt.ToXML(Lit_a);
// generating Succedent to XML
oneHypString += rSuc.ToXML(Lit_s);
// generating Condition to XML
oneHypString += rCon.ToXML(Lit_c);
resultString += oneHypString;
#endregion
}
#endregion
}
catch (System.Exception e)
{
ErrStr += "Box ProjectIdentifier=" + box.ProjectIdentifier.ToString() + ": " + e.Message + "\n";
}
}
#endregion
// root element
resultString += "</active_list>";
#if (LADENI)
// generating of error message:
if (!String.IsNullOrEmpty(ErrStr))
{
MessageBox.Show("Pri nacitani hypotez doslo k chybam:\n" + ErrStr, "Chyba", MessageBoxButtons.OK, MessageBoxIcon.Error);
}
// Kody - storing output to file "XML4fthypExample.xml" in directory
XMLHelper.saveXMLexample(resultString, "../XML/XML4fthypExample.xml");
#endif
return(resultString);
}
/// <summary>
/// Returns XML string with all occurences of Active element "SD-KL hypothesis".
/// </summary>
/// <param name="index">index of data source in FEplugin data sources table</param>
/// <returns>XML string</returns>
public static string getList(int index)
{
string resultString = ""; // result XML string
// loading DTD to resultString
try { resultString = XMLHelper.loadDTD(); }
catch (Exception e)
{
#if (LADENI)
MessageBox.Show("error while loading DTD: " + e.Message);
#endif
return resultString;
}
// root element
resultString += "<active_list>";
string PropName = "Hypotheses"; // name of property which contain a list of hypotheses
// searching all boxes SD-KL-tasks
IBoxModule[] TaskBoxes = BoxesHelper.ListBoxesWithID(CFEsourcesTab.Sources[index] as CFEsource, "LISpMinerTasks.SDKLTask");
// processing of each box - searching all KL-hypotheses
string ErrStr = ""; // error report
string matrix_name = "unknown"; // analyzed data matrix name
string db_name="unknown"; // analyzed database name
string task_name = "unknown"; // task name - given with user name of box FFTTast
// creatind delegates for functions of quantifiers
// "sum of values"
ContingencyTable.QuantifierValue<TwoDimensionalContingencyTable> sum_delegat = new ContingencyTable.QuantifierValue<TwoDimensionalContingencyTable>(TwoDimensionalContingencyTable.GetSumOfValues);
// "min value"
ContingencyTable.QuantifierValue<TwoDimensionalContingencyTable> min_delegat = new ContingencyTable.QuantifierValue<TwoDimensionalContingencyTable>(TwoDimensionalContingencyTable.GetMinValue);
// "max value"
ContingencyTable.QuantifierValue<TwoDimensionalContingencyTable> max_delegat = new ContingencyTable.QuantifierValue<TwoDimensionalContingencyTable>(TwoDimensionalContingencyTable.GetMaxValue);
#region Loop - processing of each KL-Task from array TaskBoxes
foreach (IBoxModule box in TaskBoxes)
{
try
{
// searching data source name (database)
IBoxModule[] db_names = BoxesHelper.ListAncestBoxesWithID(box, "DataMiningCommon.Database");
if (db_names.GetLength(0) != 1) // searched more than one data source or neither one
throw new System.Exception("found " + db_names.GetLength(0).ToString() + " databases");
db_name = (db_names[0].GetPropertyOther("DatabaseName") as StringT).stringValue;
// searching data matrix name
IBoxModule[] matrix_names = BoxesHelper.ListAncestBoxesWithID(box, "DataMiningCommon.DataMatrix");
if (matrix_names.GetLength(0) != 1) // searched more than one data source or neither one
throw new System.Exception("found " + matrix_names.GetLength(0).ToString() + " data matrixes");
matrix_name = (matrix_names[0].GetPropertyOther("Name") as StringT).stringValue;
// searching task name
task_name = box.UserName;
// searching the list of all hypotheses in this task
HypothesesT HypT = box.GetPropertyOther(PropName) as HypothesesT;
HypothesisStruct[] HypList = HypT.hypothesesValue.Clone() as HypothesisStruct[];
// records for storing the results
Rec_hyp_SDKL rHyp = new Rec_hyp_SDKL(); // SD-KL hypothesis
Rec_ti_attribute rAnt = new Rec_ti_attribute(); // Antecedent (Row attributes)
Rec_ti_attribute rSuc = new Rec_ti_attribute(); // Succedent (Column attributes)
Rec_ti_cedent rCon = new Rec_ti_cedent(); // condition
Rec_ti_cedent rSet1 = new Rec_ti_cedent(); // set 1
Rec_ti_cedent rSet2 = new Rec_ti_cedent(); // set 2
#region Loop - processing of each hypotheses jedne krabicky SDKLTask
// Loop over all hypotheses
for (int i = 0; i < HypList.GetLength(0); i++)
{
#region element hyp_SDKL
rHyp.id = "hypSDKL" + box.ProjectIdentifier.ToString() + "_" + i.ToString();
rHyp.db_name = db_name;
rHyp.matrix_name = matrix_name;
rHyp.task_name = task_name;
rHyp.row_attributes = "r_attr" + rHyp.id;
rHyp.column_attributes = "c_attr" + rHyp.id;
rHyp.condition = "con" + rHyp.id;
rHyp.set1 = "set1" + rHyp.id;
rHyp.set2 = "set2" + rHyp.id;
TwoDimensionalContingencyTable CT1 = new TwoDimensionalContingencyTable(HypList[i].quantifierSetting.firstContingencyTableRows); // Contingency Table 1
TwoDimensionalContingencyTable CT2 = new TwoDimensionalContingencyTable(HypList[i].quantifierSetting.secondContingencyTableRows); // Contingency Table 2
rHyp.Tab1 = HypList[i].quantifierSetting.firstContingencyTableRows;
rHyp.Tab2 = HypList[i].quantifierSetting.secondContingencyTableRows;
// values of quantifiers - set1
try
{
rHyp.sum1 = CT1.SumOfValues.ToString();
rHyp.min1 = CT1.MinValue.ToString();
rHyp.max1 = CT1.MaxValue.ToString();
rHyp.chi_sq1 = TwoDimensionalContingencyTable.ChiSquare(CT1).ToString();
rHyp.fnc_s1 = TwoDimensionalContingencyTable.SumOfRowMaximumsValue(CT1).ToString();
rHyp.fnc_r1 = TwoDimensionalContingencyTable.MinOfRowMaximumsValue(CT1).ToString();
rHyp.h_c1 = CT1.MarginalColumnEntropy.ToString();
rHyp.h_r1 = CT1.MarginalRowEntropy.ToString();
rHyp.h_c_r1 = TwoDimensionalContingencyTable.ConditionalCREntropyValue(CT1).ToString();
rHyp.mi1 = CT1.MutualInformation.ToString();
//rHyp.aic = CT.???; TODO
rHyp.kend1 = TwoDimensionalContingencyTable.KendalValue(CT1).ToString();
}
catch (System.Exception e) // TODO: Ferda ma chyby ve vypoctech -> opravit!
{
ErrStr += "Box ProjectIdentifier=" + box.ProjectIdentifier.ToString() + ": chyba pri vypoctu quantifier: " + e.Message + "\n";
}
// values of quantifiers - set2
try
{
rHyp.sum2 = CT2.SumOfValues.ToString();
rHyp.min2 = CT2.MinValue.ToString();
rHyp.max2 = CT2.MaxValue.ToString();
rHyp.chi_sq2 = TwoDimensionalContingencyTable.ChiSquare(CT2).ToString();
rHyp.fnc_s2 = TwoDimensionalContingencyTable.SumOfRowMaximumsValue(CT2).ToString();
rHyp.fnc_r2 = TwoDimensionalContingencyTable.MinOfRowMaximumsValue(CT2).ToString();
rHyp.h_c2 = CT2.MarginalColumnEntropy.ToString();
rHyp.h_r2 = CT2.MarginalRowEntropy.ToString();
rHyp.h_c_r2 = TwoDimensionalContingencyTable.ConditionalCREntropyValue(CT2).ToString();
rHyp.mi2 = CT2.MutualInformation.ToString();
//rHyp.aic = CT.???; TODO
rHyp.kend2 = TwoDimensionalContingencyTable.KendalValue(CT2).ToString();
}
catch (System.Exception e) // Ferda ma chyby ve vypoctech!
{
ErrStr += "Box ProjectIdentifier=" + box.ProjectIdentifier.ToString() + ": chyba pri vypoctu quantifier: " + e.Message + "\n";
}
// values of quantifiers - diffrent of set1 a set2
try
{
rHyp.da_sum = TwoDimensionalContingencyTable.Value<TwoDimensionalContingencyTable>(sum_delegat, CT1, CT2, OperationModeEnum.DifferencesOfAbsoluteFrequencies).ToString();
rHyp.da_min = TwoDimensionalContingencyTable.Value<TwoDimensionalContingencyTable>(min_delegat, CT1, CT2, OperationModeEnum.DifferencesOfAbsoluteFrequencies).ToString();
rHyp.da_max = TwoDimensionalContingencyTable.Value<TwoDimensionalContingencyTable>(max_delegat, CT1, CT2, OperationModeEnum.DifferencesOfAbsoluteFrequencies).ToString();
rHyp.dr_sum = TwoDimensionalContingencyTable.Value<TwoDimensionalContingencyTable>(sum_delegat, CT1, CT2, OperationModeEnum.DifferencesOfRelativeFrequencies).ToString();
rHyp.dr_min = TwoDimensionalContingencyTable.Value<TwoDimensionalContingencyTable>(min_delegat, CT1, CT2, OperationModeEnum.DifferencesOfRelativeFrequencies).ToString();
rHyp.dr_max = TwoDimensionalContingencyTable.Value<TwoDimensionalContingencyTable>(max_delegat, CT1, CT2, OperationModeEnum.DifferencesOfRelativeFrequencies).ToString();
}
catch (System.Exception e) // Ferda ma chyby ve vypoctech!
{
ErrStr += "Box ProjectIdentifier=" + box.ProjectIdentifier.ToString() + ": chyba pri vypoctu quantifier: " + e.Message + "\n";
}
#endregion
#region element ti_attribute Row attributes (Antecedent)
rAnt.id = rHyp.row_attributes;
rAnt.type = "Row attributes";
rAnt.quant = ""; // deleting previous value
// category
List<Rec_ti_category> Cat_a = new List<Rec_ti_category>();
foreach (LiteralStruct lit in HypList[i].literals)
{
if (lit.cedentType == CedentEnum.Antecedent)
{
rAnt.quant += lit.literalName;
foreach (string s in lit.categoriesNames)
{
Rec_ti_category C = new Rec_ti_category();
C.value = s;
Cat_a.Add(C);
}
}
}
#endregion
#region element ti_attribute Column attributes (Succedent)
rSuc.id = rHyp.column_attributes;
rSuc.type = "Column attributes";
rSuc.quant = ""; // deleting previous value
// category
List<Rec_ti_category> Cat_s = new List<Rec_ti_category>();
foreach (LiteralStruct lit in HypList[i].literals)
{
if (lit.cedentType == CedentEnum.Succedent)
{
rSuc.quant += lit.literalName;
foreach (string s in lit.categoriesNames)
{
Rec_ti_category C = new Rec_ti_category();
C.value = s;
Cat_s.Add(C);
}
}
}
#endregion
#region element ti_cedent (Condition)
rCon.id = "con" + rHyp.id;
rCon.type = "Condition";
// literals
int litCounter = 0; // counter of literals of this hypothesis
List<Rec_ti_literal> Lit_c = new List<Rec_ti_literal>();
foreach (BooleanLiteralStruct lit in HypList[i].booleanLiterals)
{
if (lit.cedentType == CedentEnum.Condition)
{
Rec_ti_literal l = new Rec_ti_literal();
l.id = "tiLit" + rHyp.id + "_" + litCounter.ToString();
litCounter++;
if (lit.negation)
l.quant = "¬";
l.quant += lit.literalName;
int counter = 0;
foreach (string s in lit.categoriesNames)
{
if (counter > 0)
l.value += ",";
l.value += s;
counter++;
}
Lit_c.Add(l);
}
}
#endregion
#region element ti_cedent (Set1)
rSet1.id = rHyp.set1;
rSet1.type = "First Set";
// literals
List<Rec_ti_literal> Lit_s1 = new List<Rec_ti_literal>();
foreach (BooleanLiteralStruct lit in HypList[i].booleanLiterals)
{
if (lit.cedentType == CedentEnum.FirstSet)
{
Rec_ti_literal l = new Rec_ti_literal();
l.id = "tiLit" + rHyp.id + "_" + litCounter.ToString();
litCounter++;
if (lit.negation)
l.quant = "¬";
l.quant += lit.literalName;
int counter = 0;
foreach (string s in lit.categoriesNames)
{
if (counter > 0)
l.value += ",";
l.value += s;
counter++;
}
Lit_s1.Add(l);
}
}
#endregion
#region element ti_cedent (Set2)
rSet2.id = rHyp.set2;
rSet2.type = "Second Set";
// literals
List<Rec_ti_literal> Lit_s2 = new List<Rec_ti_literal>();
foreach (BooleanLiteralStruct lit in HypList[i].booleanLiterals)
{
if (lit.cedentType == CedentEnum.SecondSet)
{
Rec_ti_literal l = new Rec_ti_literal();
l.id = "tiLit" + rHyp.id + "_" + litCounter.ToString();
litCounter++;
if (lit.negation)
l.quant = "¬";
l.quant += lit.literalName;
int counter = 0;
foreach (string s in lit.categoriesNames)
{
if (counter > 0)
l.value += ",";
l.value += s;
counter++;
}
Lit_s2.Add(l);
}
}
#endregion
#region Generating of one hypothesis to XML string
string oneHypString = "";
// generating hypotheses to XML
oneHypString += rHyp.ToXML();
// generating Row attributes (Antecedent) to XML
oneHypString += rAnt.ToXML(Cat_a);
// generating Column attributes (Succedent) to XML
oneHypString += rSuc.ToXML(Cat_s);
// generating Condition to XML
oneHypString += rCon.ToXML(Lit_c);
// generating Set1 to XML
oneHypString += rSet1.ToXML(Lit_s1);
// generating Set2 to XML
oneHypString += rSet2.ToXML(Lit_s2);
resultString += oneHypString;
#endregion
}
#endregion
}
catch (System.Exception e)
{
ErrStr += "Box ProjectIdentifier=" + box.ProjectIdentifier.ToString() + ": " + e.Message + "\n";
}
}
#endregion
// root element
resultString += "</active_list>";
#if (LADENI)
// generating of error message:
if (!String.IsNullOrEmpty(ErrStr)) // LADICI
MessageBox.Show("Pri nacitani SD-KL hypotheses doslo k chybam:\n" + ErrStr, "Chyba", MessageBoxButtons.OK, MessageBoxIcon.Error);
// LADICI - Kody - storing output to file "XMLsd4fthypExample.xml" in directory
XMLHelper.saveXMLexample(resultString, "../XML/XMLsdKLhypExample.xml");
#endif
return resultString;
}
/// <summary>
/// Returns XML string with all occurences of Active element "SD-4FFT hypothesis".
/// </summary>
/// <param name="index">index of data source in FEplugin data sources table</param>
/// <returns>XML string</returns>
public static string getList(int index)
{
string resultString = ""; // result XML string
// loading DTD to resultString
try { resultString = XMLHelper.loadDTD(); }
catch (Exception e)
{
#if (LADENI)
MessageBox.Show("error while loading DTD: " + e.Message);
#endif
return resultString;
}
// root element
resultString += "<active_list>";
string PropName = "Hypotheses"; // name of property which contain a list of hypotheses
// searching all boxes SD-4FT-uloh
IBoxModule[] TaskBoxes = BoxesHelper.ListBoxesWithID(CFEsourcesTab.Sources[index] as CFEsource, "LISpMinerTasks.SDFFTTask");
// processing of each box - searching all 4ft-hypotheses
string ErrStr = ""; // error report
string matrix_name = "unknown"; // analyzed data matrix name
string db_name="unknown"; // analyzed database name
string task_name = "unknown"; // task name - given with user name of box FFTTast
// creating delegate of quantifier function - "sum of value"
ContingencyTable.QuantifierValue<FourFoldContingencyTable> sum_delegat = new ContingencyTable.QuantifierValue<FourFoldContingencyTable>(FourFoldContingencyTable.GetSumOfValues);
#region Loop - processing of each SD-4ft-Task from array TaskBoxes
foreach (IBoxModule box in TaskBoxes)
{
try
{
// searching data source name (database)
IBoxModule[] db_names = BoxesHelper.ListAncestBoxesWithID(box, "DataMiningCommon.Database");
if (db_names.GetLength(0) != 1) // searched more than one data source or neither one
throw new System.Exception("found " + db_names.GetLength(0).ToString() + " databases");
db_name = (db_names[0].GetPropertyOther("DatabaseName") as StringT).stringValue;
// searching data matrix name
IBoxModule[] matrix_names = BoxesHelper.ListAncestBoxesWithID(box, "DataMiningCommon.DataMatrix");
if (matrix_names.GetLength(0) != 1) // searched more than one data source or neither one
throw new System.Exception("found " + matrix_names.GetLength(0).ToString() + " data matrixes");
matrix_name = (matrix_names[0].GetPropertyOther("Name") as StringT).stringValue;
// searching task name
task_name = box.UserName;
// searching the list of all hypotheses in this task
HypothesesT HypT = box.GetPropertyOther(PropName) as HypothesesT;
HypothesisStruct[] HypList = HypT.hypothesesValue.Clone() as HypothesisStruct[];
// records for storing the results
Rec_hyp_sd4ft rHyp = new Rec_hyp_sd4ft(); // hypothesis
Rec_ti_cedent rAnt = new Rec_ti_cedent(); // antecedent
Rec_ti_cedent rSuc = new Rec_ti_cedent(); // succedent
Rec_ti_cedent rCon = new Rec_ti_cedent(); // condition
Rec_ti_cedent rSet1 = new Rec_ti_cedent(); // set 1
Rec_ti_cedent rSet2 = new Rec_ti_cedent(); // set 2
#region Loop - processing of each hypotheses of one SDFFTTask box
// Loop over all hypotheses
for (int i = 0; i < HypList.GetLength(0); i++)
{
#region element hyp_sd4ft
rHyp.id = "hypsd4ft" + box.ProjectIdentifier.ToString() + "_" + i.ToString();
rHyp.db_name = db_name;
rHyp.matrix_name = matrix_name;
rHyp.task_name = task_name;
rHyp.antecedent = "ant" + rHyp.id;
rHyp.succedent = "suc" + rHyp.id;
rHyp.condition = "con" + rHyp.id;
rHyp.set1 = "set1" + rHyp.id;
rHyp.set2 = "set2" + rHyp.id;
FourFoldContingencyTable FFT1 = new FourFoldContingencyTable(HypList[i].quantifierSetting.firstContingencyTableRows);
FourFoldContingencyTable FFT2 = new FourFoldContingencyTable(HypList[i].quantifierSetting.secondContingencyTableRows);
rHyp.a = FFT1.A.ToString();
rHyp.b = FFT1.B.ToString();
rHyp.c = FFT1.C.ToString();
rHyp.d = FFT1.D.ToString();
rHyp.e = FFT2.A.ToString();
rHyp.f = FFT2.B.ToString();
rHyp.g = FFT2.C.ToString();
rHyp.h = FFT2.D.ToString();
// values of quantifiers - first set
double conf1 = FourFoldContingencyTable.FoundedImplicationValue(FFT1); // Founded implication (a/a+b)
rHyp.conf1 = conf1.ToString();
double d_conf1 = FourFoldContingencyTable.DoubleFoundedImplicationValue(FFT1); // Double Founded implication (a/a+b+c)
rHyp.d_conf1 = d_conf1.ToString();
double e_conf1 = FourFoldContingencyTable.FoundedEquivalenceValue(FFT1); // Founded Equivalence (a+d)/(a+b+c+d) ??? BUG ve Ferdovi
rHyp.e_conf1 = e_conf1.ToString();
rHyp.support1 = FourFoldContingencyTable.BaseCeilValue(FFT1).ToString(); //??? Support (a/a+b+c+d)
// helping variable
double avg_diff1 = FourFoldContingencyTable.AboveAverageImplicationValue(FFT1) - 1; // Averafe difference ((a*(a+b+c+d))/((a+b)*(a+c)) -1)
rHyp.avg_diff1 = avg_diff1.ToString();
rHyp.fisher1 = FFT1.FisherValue().ToString();
rHyp.chi_sq1 = FFT1.ChiSquareValue().ToString();
// values of quantifiers - second set
double conf2 = FourFoldContingencyTable.FoundedImplicationValue(FFT2); // Founded implication (a/a+b)
rHyp.conf2 = conf2.ToString();
double d_conf2 = FourFoldContingencyTable.DoubleFoundedImplicationValue(FFT2); // Double Founded implication (a/a+b+c)
rHyp.d_conf2 = d_conf2.ToString();
double e_conf2 = FourFoldContingencyTable.FoundedEquivalenceValue(FFT2); // Founded Equivalence (a+d)/(a+b+c+d) ??? BUG ve Ferdovi
rHyp.e_conf2 = e_conf2.ToString();
rHyp.support2 = FourFoldContingencyTable.BaseCeilValue(FFT2).ToString(); //??? Support (a/a+b+c+d)
// helping variable
double avg_diff2 = FourFoldContingencyTable.AboveAverageImplicationValue(FFT2) - 1; // Averafe difference ((a*(a+b+c+d))/((a+b)*(a+c)) -1)
rHyp.avg_diff2 = avg_diff2.ToString();
rHyp.fisher2 = FFT2.FisherValue().ToString();
rHyp.chi_sq2 = FFT2.ChiSquareValue().ToString();
// values of quantifiers - diffrent of first and second set
rHyp.dr_sum = FourFoldContingencyTable.Value<FourFoldContingencyTable>(sum_delegat, FFT1, FFT2, OperationModeEnum.DifferencesOfRelativeFrequencies).ToString();
double df_conf = FourFoldContingencyTable.Combine(conf1, conf2, OperationModeEnum.DifferenceOfQuantifierValues);
rHyp.df_conf = df_conf.ToString();
double df_dfui = FourFoldContingencyTable.Combine(d_conf1, d_conf2, OperationModeEnum.DifferenceOfQuantifierValues);
rHyp.df_dfui = df_dfui.ToString();
double df_fue = FourFoldContingencyTable.Combine(e_conf1, e_conf2, OperationModeEnum.DifferenceOfQuantifierValues);
rHyp.df_fue = df_fue.ToString();
double df_avg = FourFoldContingencyTable.Combine(avg_diff1, avg_diff2, OperationModeEnum.DifferenceOfQuantifierValues);
rHyp.df_avg = df_avg.ToString();
#endregion
#region element ti_cedent (Antecedent)
rAnt.id = rHyp.antecedent;
rAnt.type = "Antecedent";
// literals
int litCounter = 0; // counter of literals of this hypotheses
List<Rec_ti_literal> Lit_a = new List<Rec_ti_literal>();
foreach (BooleanLiteralStruct lit in HypList[i].booleanLiterals)
{
if (lit.cedentType == CedentEnum.Antecedent)
{
Rec_ti_literal l = new Rec_ti_literal();
l.id = "tiLit" + rHyp.id + "_" + litCounter.ToString();
litCounter++;
if (lit.negation)
l.quant = "¬";
l.quant += lit.literalName;
int counter = 0;
foreach (string s in lit.categoriesNames)
{
if (counter > 0)
l.value += ",";
l.value += s;
counter++;
}
Lit_a.Add(l);
}
}
#endregion
#region element ti_cedent (Succedent)
rSuc.id = rHyp.succedent;
rSuc.type = "Succedent";
// literals
List<Rec_ti_literal> Lit_s = new List<Rec_ti_literal>();
foreach (BooleanLiteralStruct lit in HypList[i].booleanLiterals)
{
if (lit.cedentType == CedentEnum.Succedent)
{
Rec_ti_literal l = new Rec_ti_literal();
l.id = "tiLit" + rHyp.id + "_" + litCounter.ToString();
litCounter++;
if (lit.negation)
l.quant = "¬";
l.quant += lit.literalName;
int counter = 0;
foreach (string s in lit.categoriesNames)
{
if (counter > 0)
l.value += ",";
l.value += s;
counter++;
}
Lit_s.Add(l);
}
}
#endregion
#region element ti_cedent (Condition)
rCon.id = rHyp.condition;
rCon.type = "Condition";
// literals
List<Rec_ti_literal> Lit_c = new List<Rec_ti_literal>();
foreach (BooleanLiteralStruct lit in HypList[i].booleanLiterals)
{
if (lit.cedentType == CedentEnum.Condition)
{
Rec_ti_literal l = new Rec_ti_literal();
l.id = "tiLit" + rHyp.id + "_" + litCounter.ToString();
litCounter++;
if (lit.negation)
l.quant = "¬";
l.quant += lit.literalName;
int counter = 0;
foreach (string s in lit.categoriesNames)
{
if (counter > 0)
l.value += ",";
l.value += s;
counter++;
}
Lit_c.Add(l);
}
}
#endregion
#region element ti_cedent (First Set)
rSet1.id = rHyp.set1;
rSet1.type = "First Set";
// literals
List<Rec_ti_literal> Lit_s1 = new List<Rec_ti_literal>();
foreach (BooleanLiteralStruct lit in HypList[i].booleanLiterals)
{
if (lit.cedentType == CedentEnum.FirstSet)
{
Rec_ti_literal l = new Rec_ti_literal();
l.id = "tiLit" + rHyp.id + "_" + litCounter.ToString();
litCounter++;
if (lit.negation)
l.quant = "¬";
l.quant += lit.literalName;
int counter = 0;
foreach (string s in lit.categoriesNames)
{
if (counter > 0)
l.value += ",";
l.value += s;
counter++;
}
Lit_s1.Add(l);
}
}
#endregion
#region element ti_cedent (Second Set)
rSet2.id = rHyp.set2;
rSet2.type = "Second Set";
// literals
List<Rec_ti_literal> Lit_s2 = new List<Rec_ti_literal>();
foreach (BooleanLiteralStruct lit in HypList[i].booleanLiterals)
{
if (lit.cedentType == CedentEnum.SecondSet)
{
Rec_ti_literal l = new Rec_ti_literal();
l.id = "tiLit" + rHyp.id + "_" + litCounter.ToString();
litCounter++;
if (lit.negation)
l.quant = "¬";
l.quant += lit.literalName;
int counter = 0;
foreach (string s in lit.categoriesNames)
{
if (counter > 0)
l.value += ",";
l.value += s;
counter++;
}
Lit_s2.Add(l);
}
}
#endregion
#region Generating of one hypotheses to XML string
string oneHypString = "";
// generating hypotheses to XML
oneHypString += rHyp.ToXML();
// generating Antecedent to XML
oneHypString += rAnt.ToXML(Lit_a);
// generating Succedent to XML
oneHypString += rSuc.ToXML(Lit_s);
// generating Condition to XML
oneHypString += rCon.ToXML(Lit_c);
// generating First Set to XML
oneHypString += rSet1.ToXML(Lit_s1);
// generating Second Set to XML
oneHypString += rSet2.ToXML(Lit_s2);
resultString += oneHypString;
#endregion
}
#endregion
}
catch (System.Exception e)
{
ErrStr += "Box ProjectIdentifier=" + box.ProjectIdentifier.ToString() + ": " + e.Message + "\n";
}
}
#endregion
// root element
resultString += "</active_list>";
#if (LADENI)
// generating of error message:
if (!String.IsNullOrEmpty(ErrStr)) // LADICI
MessageBox.Show("Pri nacitani SD4FT hypotheses doslo k chybam:\n" + ErrStr, "Chyba", MessageBoxButtons.OK, MessageBoxIcon.Error);
// LADICI - Kody - storing output to file "XMLsd4fthypExample.xml" in directory
XMLHelper.saveXMLexample(resultString, "../XML/XMLsd4fthypExample.xml");
#endif
return resultString;
}
/// <summary>
/// Returns XML string with all occurences of Active element "SD-4FFT hypothesis".
/// </summary>
/// <param name="index">index of data source in FEplugin data sources table</param>
/// <returns>XML string</returns>
public static string getList(int index)
{
string resultString = ""; // result XML string
// loading DTD to resultString
try { resultString = XMLHelper.loadDTD(); }
catch (Exception e)
{
#if (LADENI)
MessageBox.Show("error while loading DTD: " + e.Message);
#endif
return(resultString);
}
// root element
resultString += "<active_list>";
string PropName = "Hypotheses"; // name of property which contain a list of hypotheses
// searching all boxes SD-4FT-uloh
IBoxModule[] TaskBoxes = BoxesHelper.ListBoxesWithID(CFEsourcesTab.Sources[index] as CFEsource, "LISpMinerTasks.SDFFTTask");
// processing of each box - searching all 4ft-hypotheses
string ErrStr = ""; // error report
string matrix_name = "unknown"; // analyzed data matrix name
string db_name = "unknown"; // analyzed database name
string task_name = "unknown"; // task name - given with user name of box FFTTast
// creating delegate of quantifier function - "sum of value"
ContingencyTable.QuantifierValue <FourFoldContingencyTable> sum_delegat = new ContingencyTable.QuantifierValue <FourFoldContingencyTable>(FourFoldContingencyTable.GetSumOfValues);
#region Loop - processing of each SD-4ft-Task from array TaskBoxes
foreach (IBoxModule box in TaskBoxes)
{
try
{
// searching data source name (database)
IBoxModule[] db_names = BoxesHelper.ListAncestBoxesWithID(box, "DataMiningCommon.Database");
if (db_names.GetLength(0) != 1) // searched more than one data source or neither one
{
throw new System.Exception("found " + db_names.GetLength(0).ToString() + " databases");
}
db_name = (db_names[0].GetPropertyOther("DatabaseName") as StringT).stringValue;
// searching data matrix name
IBoxModule[] matrix_names = BoxesHelper.ListAncestBoxesWithID(box, "DataMiningCommon.DataMatrix");
if (matrix_names.GetLength(0) != 1) // searched more than one data source or neither one
{
throw new System.Exception("found " + matrix_names.GetLength(0).ToString() + " data matrixes");
}
matrix_name = (matrix_names[0].GetPropertyOther("Name") as StringT).stringValue;
// searching task name
task_name = box.UserName;
// searching the list of all hypotheses in this task
HypothesesT HypT = box.GetPropertyOther(PropName) as HypothesesT;
HypothesisStruct[] HypList = HypT.hypothesesValue.Clone() as HypothesisStruct[];
// records for storing the results
Rec_hyp_sd4ft rHyp = new Rec_hyp_sd4ft(); // hypothesis
Rec_ti_cedent rAnt = new Rec_ti_cedent(); // antecedent
Rec_ti_cedent rSuc = new Rec_ti_cedent(); // succedent
Rec_ti_cedent rCon = new Rec_ti_cedent(); // condition
Rec_ti_cedent rSet1 = new Rec_ti_cedent(); // set 1
Rec_ti_cedent rSet2 = new Rec_ti_cedent(); // set 2
#region Loop - processing of each hypotheses of one SDFFTTask box
// Loop over all hypotheses
for (int i = 0; i < HypList.GetLength(0); i++)
{
#region element hyp_sd4ft
rHyp.id = "hypsd4ft" + box.ProjectIdentifier.ToString() + "_" + i.ToString();
rHyp.db_name = db_name;
rHyp.matrix_name = matrix_name;
rHyp.task_name = task_name;
rHyp.antecedent = "ant" + rHyp.id;
rHyp.succedent = "suc" + rHyp.id;
rHyp.condition = "con" + rHyp.id;
rHyp.set1 = "set1" + rHyp.id;
rHyp.set2 = "set2" + rHyp.id;
FourFoldContingencyTable FFT1 = new FourFoldContingencyTable(HypList[i].quantifierSetting.firstContingencyTableRows);
FourFoldContingencyTable FFT2 = new FourFoldContingencyTable(HypList[i].quantifierSetting.secondContingencyTableRows);
rHyp.a = FFT1.A.ToString();
rHyp.b = FFT1.B.ToString();
rHyp.c = FFT1.C.ToString();
rHyp.d = FFT1.D.ToString();
rHyp.e = FFT2.A.ToString();
rHyp.f = FFT2.B.ToString();
rHyp.g = FFT2.C.ToString();
rHyp.h = FFT2.D.ToString();
// values of quantifiers - first set
double conf1 = FourFoldContingencyTable.FoundedImplicationValue(FFT1); // Founded implication (a/a+b)
rHyp.conf1 = conf1.ToString();
double d_conf1 = FourFoldContingencyTable.DoubleFoundedImplicationValue(FFT1); // Double Founded implication (a/a+b+c)
rHyp.d_conf1 = d_conf1.ToString();
double e_conf1 = FourFoldContingencyTable.FoundedEquivalenceValue(FFT1); // Founded Equivalence (a+d)/(a+b+c+d) ??? BUG ve Ferdovi
rHyp.e_conf1 = e_conf1.ToString();
rHyp.support1 = FourFoldContingencyTable.BaseCeilValue(FFT1).ToString(); //??? Support (a/a+b+c+d)
// helping variable
double avg_diff1 = FourFoldContingencyTable.AboveAverageImplicationValue(FFT1) - 1; // Averafe difference ((a*(a+b+c+d))/((a+b)*(a+c)) -1)
rHyp.avg_diff1 = avg_diff1.ToString();
rHyp.fisher1 = FFT1.FisherValue().ToString();
rHyp.chi_sq1 = FFT1.ChiSquareValue().ToString();
// values of quantifiers - second set
double conf2 = FourFoldContingencyTable.FoundedImplicationValue(FFT2); // Founded implication (a/a+b)
rHyp.conf2 = conf2.ToString();
double d_conf2 = FourFoldContingencyTable.DoubleFoundedImplicationValue(FFT2); // Double Founded implication (a/a+b+c)
rHyp.d_conf2 = d_conf2.ToString();
double e_conf2 = FourFoldContingencyTable.FoundedEquivalenceValue(FFT2); // Founded Equivalence (a+d)/(a+b+c+d) ??? BUG ve Ferdovi
rHyp.e_conf2 = e_conf2.ToString();
rHyp.support2 = FourFoldContingencyTable.BaseCeilValue(FFT2).ToString(); //??? Support (a/a+b+c+d)
// helping variable
double avg_diff2 = FourFoldContingencyTable.AboveAverageImplicationValue(FFT2) - 1; // Averafe difference ((a*(a+b+c+d))/((a+b)*(a+c)) -1)
rHyp.avg_diff2 = avg_diff2.ToString();
rHyp.fisher2 = FFT2.FisherValue().ToString();
rHyp.chi_sq2 = FFT2.ChiSquareValue().ToString();
// values of quantifiers - diffrent of first and second set
rHyp.dr_sum = FourFoldContingencyTable.Value <FourFoldContingencyTable>(sum_delegat, FFT1, FFT2, OperationModeEnum.DifferencesOfRelativeFrequencies).ToString();
double df_conf = FourFoldContingencyTable.Combine(conf1, conf2, OperationModeEnum.DifferenceOfQuantifierValues);
rHyp.df_conf = df_conf.ToString();
double df_dfui = FourFoldContingencyTable.Combine(d_conf1, d_conf2, OperationModeEnum.DifferenceOfQuantifierValues);
rHyp.df_dfui = df_dfui.ToString();
double df_fue = FourFoldContingencyTable.Combine(e_conf1, e_conf2, OperationModeEnum.DifferenceOfQuantifierValues);
rHyp.df_fue = df_fue.ToString();
double df_avg = FourFoldContingencyTable.Combine(avg_diff1, avg_diff2, OperationModeEnum.DifferenceOfQuantifierValues);
rHyp.df_avg = df_avg.ToString();
#endregion
#region element ti_cedent (Antecedent)
rAnt.id = rHyp.antecedent;
rAnt.type = "Antecedent";
// literals
int litCounter = 0; // counter of literals of this hypotheses
List <Rec_ti_literal> Lit_a = new List <Rec_ti_literal>();
foreach (BooleanLiteralStruct lit in HypList[i].booleanLiterals)
{
if (lit.cedentType == CedentEnum.Antecedent)
{
Rec_ti_literal l = new Rec_ti_literal();
l.id = "tiLit" + rHyp.id + "_" + litCounter.ToString();
litCounter++;
if (lit.negation)
{
l.quant = "¬";
}
l.quant += lit.literalName;
int counter = 0;
foreach (string s in lit.categoriesNames)
{
if (counter > 0)
{
l.value += ",";
}
l.value += s;
counter++;
}
Lit_a.Add(l);
}
}
#endregion
#region element ti_cedent (Succedent)
rSuc.id = rHyp.succedent;
rSuc.type = "Succedent";
// literals
List <Rec_ti_literal> Lit_s = new List <Rec_ti_literal>();
foreach (BooleanLiteralStruct lit in HypList[i].booleanLiterals)
{
if (lit.cedentType == CedentEnum.Succedent)
{
Rec_ti_literal l = new Rec_ti_literal();
l.id = "tiLit" + rHyp.id + "_" + litCounter.ToString();
litCounter++;
if (lit.negation)
{
l.quant = "¬";
}
l.quant += lit.literalName;
int counter = 0;
foreach (string s in lit.categoriesNames)
{
if (counter > 0)
{
l.value += ",";
}
l.value += s;
counter++;
}
Lit_s.Add(l);
}
}
#endregion
#region element ti_cedent (Condition)
rCon.id = rHyp.condition;
rCon.type = "Condition";
// literals
List <Rec_ti_literal> Lit_c = new List <Rec_ti_literal>();
foreach (BooleanLiteralStruct lit in HypList[i].booleanLiterals)
{
if (lit.cedentType == CedentEnum.Condition)
{
Rec_ti_literal l = new Rec_ti_literal();
l.id = "tiLit" + rHyp.id + "_" + litCounter.ToString();
litCounter++;
if (lit.negation)
{
l.quant = "¬";
}
l.quant += lit.literalName;
int counter = 0;
foreach (string s in lit.categoriesNames)
{
if (counter > 0)
{
l.value += ",";
}
l.value += s;
counter++;
}
Lit_c.Add(l);
}
}
#endregion
#region element ti_cedent (First Set)
rSet1.id = rHyp.set1;
rSet1.type = "First Set";
// literals
List <Rec_ti_literal> Lit_s1 = new List <Rec_ti_literal>();
foreach (BooleanLiteralStruct lit in HypList[i].booleanLiterals)
{
if (lit.cedentType == CedentEnum.FirstSet)
{
Rec_ti_literal l = new Rec_ti_literal();
l.id = "tiLit" + rHyp.id + "_" + litCounter.ToString();
litCounter++;
if (lit.negation)
{
l.quant = "¬";
}
l.quant += lit.literalName;
int counter = 0;
foreach (string s in lit.categoriesNames)
{
if (counter > 0)
{
l.value += ",";
}
l.value += s;
counter++;
}
Lit_s1.Add(l);
}
}
#endregion
#region element ti_cedent (Second Set)
rSet2.id = rHyp.set2;
rSet2.type = "Second Set";
// literals
List <Rec_ti_literal> Lit_s2 = new List <Rec_ti_literal>();
foreach (BooleanLiteralStruct lit in HypList[i].booleanLiterals)
{
if (lit.cedentType == CedentEnum.SecondSet)
{
Rec_ti_literal l = new Rec_ti_literal();
l.id = "tiLit" + rHyp.id + "_" + litCounter.ToString();
litCounter++;
if (lit.negation)
{
l.quant = "¬";
}
l.quant += lit.literalName;
int counter = 0;
foreach (string s in lit.categoriesNames)
{
if (counter > 0)
{
l.value += ",";
}
l.value += s;
counter++;
}
Lit_s2.Add(l);
}
}
#endregion
#region Generating of one hypotheses to XML string
string oneHypString = "";
// generating hypotheses to XML
oneHypString += rHyp.ToXML();
// generating Antecedent to XML
oneHypString += rAnt.ToXML(Lit_a);
// generating Succedent to XML
oneHypString += rSuc.ToXML(Lit_s);
// generating Condition to XML
oneHypString += rCon.ToXML(Lit_c);
// generating First Set to XML
oneHypString += rSet1.ToXML(Lit_s1);
// generating Second Set to XML
oneHypString += rSet2.ToXML(Lit_s2);
resultString += oneHypString;
#endregion
}
#endregion
}
catch (System.Exception e)
{
ErrStr += "Box ProjectIdentifier=" + box.ProjectIdentifier.ToString() + ": " + e.Message + "\n";
}
}
#endregion
// root element
resultString += "</active_list>";
#if (LADENI)
// generating of error message:
if (!String.IsNullOrEmpty(ErrStr)) // LADICI
{
MessageBox.Show("Pri nacitani SD4FT hypotheses doslo k chybam:\n" + ErrStr, "Chyba", MessageBoxButtons.OK, MessageBoxIcon.Error);
}
// LADICI - Kody - storing output to file "XMLsd4fthypExample.xml" in directory
XMLHelper.saveXMLexample(resultString, "../XML/XMLsd4fthypExample.xml");
#endif
return(resultString);
}