public override IEnumerable <RowData> List()
{
//Console.WriteLine("Enumerating pairs");
foreach (int nullIndex in _nullIndexRange.Elements)
{
foreach (
KeyValuePair <Pair <string, Dictionary <string, SufficientStatistics> >, Pair <string, Dictionary <string, SufficientStatistics> > >
predictorAndTarget
in SpecialFunctions.EnumerateTwo(_predictorNameAndCaseIdToNonMissingValueEnumeration, _targetNameAndCaseIdToNonMissingValueEnumeration))
{
Pair <string, Dictionary <string, SufficientStatistics> > predictorNameAndCaseIdToNonMissingValue = predictorAndTarget.Key;
Pair <string, Dictionary <string, SufficientStatistics> > targetNameAndCaseIdToNonMissingValue = predictorAndTarget.Value;
string targetVariable = targetNameAndCaseIdToNonMissingValue.First;
string predictorVariable = predictorNameAndCaseIdToNonMissingValue.First;
Dictionary <string, string> row = new Dictionary <string, string>();
row.Add(Tabulate.PredictorVariableColumnName, predictorVariable);
row.Add(Tabulate.TargetVariableColumnName, targetVariable);
row.Add(Tabulate.NullIndexColumnName, nullIndex.ToString());
if (_keepTest.Test(row))
{
//RowAndTargetData rowAndTargetData = RowAndTargetData.GetInstance(row, targetNameAndCaseIdToNonMissingValue.Second);
RowData rowData =
RowData.GetInstance(
row,
delegate()
{
return(_nullDataCollection.GetCaseIdToNonMissingValueForNullIndexAndPredictorVariableOrReal(
nullIndex, predictorVariable, predictorNameAndCaseIdToNonMissingValue.Second));
},
delegate()
{
return(_nullDataCollection.GetCaseIdToNonMissingValueForNullIndexAndTargetVariableOrReal(
nullIndex, targetVariable, targetNameAndCaseIdToNonMissingValue.Second));
});
yield return(rowData);
}
}
_keepTest.Reset(); // some KeepTests need to be reset before they run through the set again.
}
}
// iterates over all possible targets, predictors and nullIndex values. That is, performs
// an exhaustive combination analysis.
public virtual IEnumerable <RowData> List()
{
//int index = -1;
foreach (Pair <string, Dictionary <string, SufficientStatistics> > targetNameAndCaseIdToNonMissingValue in _targetNameAndCaseIdToNonMissingValueEnumeration)
{
string targetVariable = targetNameAndCaseIdToNonMissingValue.First;
foreach (int nullIndex in _nullIndexRange.Elements)
{
foreach (Pair <string, Dictionary <string, SufficientStatistics> > predictorNameAndCaseIdToNonMissingValue in _predictorNameAndCaseIdToNonMissingValueEnumeration)
//foreach (string predictorVariable in _predictorVariableToCaseIdToNonMissingValue.Keys)
{
//++index;
string predictorVariable = predictorNameAndCaseIdToNonMissingValue.First;
Dictionary <string, string> row = new Dictionary <string, string>();
row.Add(Tabulate.PredictorVariableColumnName, predictorVariable);
row.Add(Tabulate.TargetVariableColumnName, targetVariable);
row.Add(Tabulate.NullIndexColumnName, nullIndex.ToString());
if (_keepTest.Test(row))
{
//RowAndTargetData rowAndTargetData = RowAndTargetData.GetInstance(row, targetNameAndCaseIdToNonMissingValue.Second);
RowData rowData =
RowData.GetInstance(
row,
delegate()
{
return(_nullDataCollection.GetCaseIdToNonMissingValueForNullIndexAndPredictorVariableOrReal(
nullIndex, predictorVariable, predictorNameAndCaseIdToNonMissingValue.Second));
},
delegate()
{
return(_nullDataCollection.GetCaseIdToNonMissingValueForNullIndexAndTargetVariableOrReal(
nullIndex, targetVariable, targetNameAndCaseIdToNonMissingValue.Second));
});
yield return(rowData);
}
}
}
}
_keepTest.Reset(); // some KeepTests need to be reset before they run through the set again.
}