/// <summary> Creates split on enumerated attribute.
///
/// </summary>
/// <exception cref="Exception">if something goes wrong
/// </exception>
private void handleEnumeratedAttribute(Instances trainInstances)
{
Instance instance;
m_distribution = new Distribution(m_complexityIndex, trainInstances.numClasses());
// Only Instances with known values are relevant.
System.Collections.IEnumerator enu = trainInstances.enumerateInstances();
//UPGRADE_TODO: Method 'java.util.Enumeration.hasMoreElements' was converted to 'System.Collections.IEnumerator.MoveNext' which has a different behavior. "ms-help://MS.VSCC.v80/dv_commoner/local/redirect.htm?index='!DefaultContextWindowIndex'&keyword='jlca1073_javautilEnumerationhasMoreElements'"
while (enu.MoveNext())
{
//UPGRADE_TODO: Method 'java.util.Enumeration.nextElement' was converted to 'System.Collections.IEnumerator.Current' which has a different behavior. "ms-help://MS.VSCC.v80/dv_commoner/local/redirect.htm?index='!DefaultContextWindowIndex'&keyword='jlca1073_javautilEnumerationnextElement'"
instance = (Instance) enu.Current;
if (!instance.isMissing(m_attIndex))
{
//UPGRADE_WARNING: Data types in Visual C# might be different. Verify the accuracy of narrowing conversions. "ms-help://MS.VSCC.v80/dv_commoner/local/redirect.htm?index='!DefaultContextWindowIndex'&keyword='jlca1042'"
m_distribution.add((int) instance.value_Renamed(m_attIndex), instance);
}
}
// Check if minimum number of Instances in at least two
// subsets.
if (m_distribution.check(m_minNoObj))
{
m_numSubsets = m_complexityIndex;
m_infoGain = infoGainCrit.splitCritValue(m_distribution, m_sumOfWeights);
m_gainRatio = gainRatioCrit.splitCritValue(m_distribution, m_sumOfWeights, m_infoGain);
}
}
/// <summary> Creates split on enumerated attribute.
///
/// </summary>
/// <exception cref="Exception">if something goes wrong
/// </exception>
private void handleEnumeratedAttribute(Instances trainInstances)
{
Distribution newDistribution, secondDistribution;
int numAttValues;
double currIG, currGR;
Instance instance;
int i;
numAttValues = trainInstances.attribute(m_attIndex).numValues();
newDistribution = new Distribution(numAttValues, trainInstances.numClasses());
// Only Instances with known values are relevant.
System.Collections.IEnumerator enu = trainInstances.enumerateInstances();
//UPGRADE_TODO: Method 'java.util.Enumeration.hasMoreElements' was converted to 'System.Collections.IEnumerator.MoveNext' which has a different behavior. "ms-help://MS.VSCC.v80/dv_commoner/local/redirect.htm?index='!DefaultContextWindowIndex'&keyword='jlca1073_javautilEnumerationhasMoreElements'"
while (enu.MoveNext())
{
//UPGRADE_TODO: Method 'java.util.Enumeration.nextElement' was converted to 'System.Collections.IEnumerator.Current' which has a different behavior. "ms-help://MS.VSCC.v80/dv_commoner/local/redirect.htm?index='!DefaultContextWindowIndex'&keyword='jlca1073_javautilEnumerationnextElement'"
instance = (Instance) enu.Current;
if (!instance.isMissing(m_attIndex))
{
//UPGRADE_WARNING: Data types in Visual C# might be different. Verify the accuracy of narrowing conversions. "ms-help://MS.VSCC.v80/dv_commoner/local/redirect.htm?index='!DefaultContextWindowIndex'&keyword='jlca1042'"
newDistribution.add((int) instance.value_Renamed(m_attIndex), instance);
}
}
m_distribution = newDistribution;
// For all values
for (i = 0; i < numAttValues; i++)
{
if (Utils.grOrEq(newDistribution.perBag(i), m_minNoObj))
{
secondDistribution = new Distribution(newDistribution, i);
// Check if minimum number of Instances in the two
// subsets.
if (secondDistribution.check(m_minNoObj))
{
m_numSubsets = 2;
currIG = m_infoGainCrit.splitCritValue(secondDistribution, m_sumOfWeights);
currGR = m_gainRatioCrit.splitCritValue(secondDistribution, m_sumOfWeights, currIG);
if ((i == 0) || Utils.gr(currGR, m_gainRatio))
{
m_gainRatio = currGR;
m_infoGain = currIG;
m_splitPoint = (double) i;
m_distribution = secondDistribution;
}
}
}
}
}
