protected virtual void AddLeafFromSplit(
string dependentFeatureName,
IDecisionTreeModelBuilderParams additionalParams,
ISplittedData splitData,
IDataFrame baseData,
ConcurrentDictionary <IDecisionTreeLink, IDecisionTreeNode> children)
{
var leafNode = BuildLeaf(baseData, dependentFeatureName);
var link = splitData.SplitLink;
children.TryAdd(link, leafNode);
}
protected virtual void AddChildFromSplit(
string dependentFeatureName,
IDecisionTreeModelBuilderParams additionalParams,
ISplittedData splitData,
ConcurrentDictionary <IDecisionTreeLink, IDecisionTreeNode> children,
IAlredyUsedAttributesInfo alreadyUsedAttributesInfo,
int treeDepth)
{
var decisionTreeNode = BuildDecisionNode(
splitData.SplittedDataFrame,
dependentFeatureName,
additionalParams,
alreadyUsedAttributesInfo,
treeDepth);
var link = splitData.SplitLink;
children.TryAdd(link, decisionTreeNode);
}
protected virtual void AddChildFromSplit(
string dependentFeatureName,
IDecisionTreeModelBuilderParams additionalParams,
ISplittedData splitData,
ConcurrentDictionary<IDecisionTreeLink, IDecisionTreeNode> children,
IAlredyUsedAttributesInfo alreadyUsedAttributesInfo,
int treeDepth)
{
var decisionTreeNode = BuildDecisionNode(
splitData.SplittedDataFrame,
dependentFeatureName,
additionalParams,
alreadyUsedAttributesInfo,
treeDepth);
var link = splitData.SplitLink;
children.TryAdd(link, decisionTreeNode);
}
protected virtual void AddLeafFromSplit(
string dependentFeatureName,
IDecisionTreeModelBuilderParams additionalParams,
ISplittedData splitData,
IDataFrame baseData,
ConcurrentDictionary<IDecisionTreeLink, IDecisionTreeNode> children)
{
var leafNode = BuildLeaf(baseData, dependentFeatureName);
var link = splitData.SplitLink;
children.TryAdd(link, leafNode);
}