private void GetLeafSlotNames(int col, ref VBuffer <ReadOnlyMemory <char> > dst)
{
var numTrees = _ensemble.NumTrees;
var names = dst.Values;
if (Utils.Size(names) < _totalLeafCount)
{
names = new ReadOnlyMemory <char> [_totalLeafCount];
}
int i = 0;
int t = 0;
foreach (var tree in _ensemble.GetTrees())
{
for (int l = 0; l < tree.NumLeaves; l++)
{
names[i++] = string.Format("Tree{0:000}Leaf{1:000}", t, l).AsMemory();
}
t++;
}
_host.Assert(i == _totalLeafCount);
dst = new VBuffer <ReadOnlyMemory <char> >(_totalLeafCount, names, dst.Indices);
}
public void GetLeafIds(ref VBuffer <float> dst)
{
EnsureCachedPosition();
_ectx.Assert(_input.Position >= 0);
_ectx.Assert(_cachedPosition == _input.Position);
if (_cachedLeafBuilderPosition != _input.Position)
{
if (_leafIdBuilder == null)
{
_leafIdBuilder = BufferBuilder <float> .CreateDefault();
}
_leafIdBuilder.Reset(_numLeaves, false);
var offset = 0;
var trees = _ensemble.GetTrees();
for (int i = 0; i < trees.Length; i++)
{
_leafIdBuilder.AddFeature(offset + _leafIds[i], 1);
offset += trees[i].NumLeaves;
}
_cachedLeafBuilderPosition = _input.Position;
}
_ectx.AssertValue(_leafIdBuilder);
_leafIdBuilder.GetResult(ref dst);
}
private static int CountLeaves(FastTreePredictionWrapper ensemble)
{
Contracts.AssertValue(ensemble);
var trees = ensemble.GetTrees();
var numTrees = trees.Length;
var totalLeafCount = 0;
for (int i = 0; i < numTrees; i++)
{
totalLeafCount += trees[i].NumLeaves;
}
return(totalLeafCount);
}