/// <summary>
/// 将识别结果合并
/// </summary>
/// <param name="a"></param>
/// <param name="b"></param>
/// <returns></returns>
public static IdentifyResult CombineIdResult(IdentifyResult a, IdentifyResult b)
{
if (a == null)
{
return(b);
}
a.Items.Concat(b.Items);
return(a);
}
public BindResult PredictForAPI(Spectrum spec, bool needFilter = true, int numOfId = 5, int topK = 1)
{
if (this.IdModels.Count > 0)
{
IdentifyResult iresult = null;
foreach (var i in this.IdModels)
{
iresult = CombineIdResult(iresult, i.Predict(spec, needFilter, numOfId, topK));
}
if (iresult != null && iresult.Items.Where(d => d.Result).Count() > 0)
{
iresult = IdentifyModel.GetPredictValue(iresult, iresult.Items.Length, numOfId);
return(new BindResult()
{
MethodType = PredictMethod.Identify,
Result = iresult
});
}
}
if (this.FitModels.Count > 0)
{
var fitmodel = Serialize.DeepClone <FittingModel>(this.FitModels.First());
for (int i = 1; i < this.FitModels.Count; i++)
{
fitmodel.SpecLib.Merger(this.FitModels[i].SpecLib);
}
var flst = new List <FittingResult>();//这里需要修改，将List<FittingResult>改为FittingResult
flst.Add(fitmodel.Predict(spec, needFilter, numOfId, topK));
if (flst.Where(d => d.Result).Count() > 0)
{
return new BindResult()
{
MethodType = PredictMethod.Fitting,
Result = flst.Where(d => d.Result).OrderByDescending(d => d.TQ).FirstOrDefault()
}
}
;
}
if (this.PLS != null)
{
var plsr = this.PLS.Predict(spec, needFilter, numOfId);
return(new BindResult()
{
MethodType = PredictMethod.PLSBind,
Result = plsr
});
}
return(new BindResult()
{
MethodType = PredictMethod.None
});
}
