public DecisionTree BuildConditionalTree(TableFixedData data, TreeOptions options,
int[] attributes = null)
{
var ret = new C45AlgorithmDataOptimized(data, options);
return(ret.BuildConditionalTree(null, attributes));
}
public ConditionalTree BuildConditionalTree(ITableData data, bool optimized = false)
{
if (optimized)
{
var ret = new C45AlgorithmDataOptimized(TableFixedData.FromTableData(data));
return ret.BuildConditionalTree();
}
return new C45AlgorithmData().BuildConditionalTree(data);
}
public DecisionTree BuildConditionalTree(ITableData data, TreeOptions options)
{
var ret = new C45AlgorithmDataOptimized(TableFixedData.FromTableData(data), options);
return ret.BuildConditionalTree();
}
public DecisionTree BuildConditionalTree(TableFixedData data, TreeOptions options,
int[] attributes = null)
{
var ret = new C45AlgorithmDataOptimized(data, options);
return ret.BuildConditionalTree(null, attributes);
}
public ConditionalTree BuildConditionalTreeOptimized(TableFixedData data)
{
var ret = new C45AlgorithmDataOptimized(data);
return ret.BuildConditionalTree();
}
public DecisionTree BuildConditionalTree(ITableData data, TreeOptions options)
{
var ret = new C45AlgorithmDataOptimized(TableFixedData.FromTableData(data), options);
return(ret.BuildConditionalTree());
}