public SmartInterpolationBox(HyperBox <SummaryType> boundary, INumerifier <SummaryType> scoreHandler, int depthFromRoot = 0)
{
//int i;
this.scoreHandler = scoreHandler;
this.currentBoundary = boundary;
this.observedBoundary = null;
this.splitDimension = -1;
this.datapoints = new List <IDatapoint <SummaryType> >();
this.pendingDatapoints = new List <IDatapoint <SummaryType> >();
this.itemSummary = scoreHandler.Default();
this.depthFromRoot = depthFromRoot;
#if MIN_SPLIT_COUNTS
this.minSplitCounts = new int[boundary.NumDimensions];
#endif
#if CACHE_STDDEV
this.inputs = new Distribution[boundary.NumDimensions];
for (i = 0; i < this.inputs.Length; i++)
{
this.inputs[i] = new Distribution();
}
#endif
}
public SimpleInterpolationBox(HyperBox <ScoreType> boundary, List <int> dimensionSplitOrder, int dimToSort, INumerifier <ScoreType> scoreHandler)
{
this.scoreHandler = scoreHandler;
this.currentBoundary = boundary;
this.observedBoundary = null;
this.dimensionsToSplit = dimensionSplitOrder;
//this.datapointsByInput = new StatList<Datapoint, Datapoint>(new DatapointComparer(dimToSort), this);
this.unpropogatedDatapoints = new List <IDatapoint <ScoreType> >(0);
this.dimensionToSort = dimToSort;
this.numDatapoints = 0;
this.splitDimension = dimensionSplitOrder.First();
this.depthFromLeaves = 0;
//this.splitDimension_inputs = new Distribution();
}
// SummaryType is the type of object to put in each box (it's a summary of the datapoints that the box represents)
public AdaptiveLinearInterpolator(HyperBox <SummaryType> inputBoundary, INumerifier <SummaryType> itemCombiner)
{
this.itemCombiner = itemCombiner;
this.root = new SmartInterpolationBox <SummaryType>(inputBoundary, itemCombiner);
}
