public void Bind(object pArgument)
{
if (pArgument is randomForestArguments)
{
randomForestArguments arg = (randomForestArguments)pArgument;
inrsBandsCoef = arg.InRasterCoefficients;
//coefRaster = arg.RasterUtility.createRaster(inrsBandsCoef);
outrs = arg.OutRaster;
xVls = new double[((IRasterBandCollection)inrsBandsCoef).Count];
Console.WriteLine("Number of Bands in outrs = " + ((IRasterBandCollection)outrs).Count.ToString());
df = arg.RandomForestModel;
myFunctionHelper.Bind(outrs);
myFunctionHelperCoef.Bind(inrsBandsCoef);
myRasterInfo = myFunctionHelper.RasterInfo;
myPixeltype = myRasterInfo.PixelType;
myValidFlag = true;
}
else
{
throw new System.Exception("Incorrect arguments object. Expected: randomForestArguments");
}
}
public IFunctionRasterDataset calcRandomForestFunction(object inRaster, Statistics.dataPrepRandomForest rf)
{
IFunctionRasterDataset rRst = createIdentityRaster(inRaster);
string tempAr = funcDir + "\\" + FuncCnt + ".afr";
IFunctionRasterDataset frDset = new FunctionRasterDatasetClass();
IFunctionRasterDatasetName frDsetName = new FunctionRasterDatasetNameClass();
frDsetName.FullName = tempAr;
frDset.FullName = (IName)frDsetName;
IRasterFunction rsFunc = new FunctionRasters.randomForestDataset();
FunctionRasters.randomForestArguments args = new FunctionRasters.randomForestArguments(this);
args.InRasterCoefficients = rRst;
args.RandomForestModel = rf;
frDset.Init(rsFunc, args);
IRasterInfo2 rsInfo2 = (IRasterInfo2)frDset.RasterInfo;
IRasterStatistics rsStats = new RasterStatisticsClass();
rsStats.Mean = 0.5;
rsStats.Maximum = 1;
rsStats.Minimum = 0;
rsStats.StandardDeviation = 0.25;
rsStats.SkipFactorX = 1;
rsStats.SkipFactorY = 1;
rsStats.IsValid = true;
if (rf.Regression)
{
double pMin = rf.computNew(rf.minValues)[0];
double pMax = rf.computNew(rf.MaxValues)[0];
double pMean = (pMax-pMin)/2;
rsStats.Maximum = rf.maxValues[0];
rsStats.Minimum = rf.minValues[0];
rsStats.Mean = pMean;
rsStats.StandardDeviation = pMean * 0.5;
}
for (int i = 0; i < rsInfo2.BandCount; i++)
{
rsInfo2.set_Statistics(i, rsStats);
}
return frDset;
}
