Exporting machine learning model to .NET Assembly

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Steven Feingold
Steven Feingold 2019-5-2
回答： undefined undefined 2024-3-7
I have created a .NET assembly using the Matlab Library Compiler and included it in a Visual Studio 2015 C# project. Everything works fine except for when I attempt to make a prediction using the model. The Matlab code looks like this:
load('C:\...\dispositionModel.mat', 'trainedModel1');
result = trainedModel1.predictFcn(data);
I get the following error:
Warning: Could not find appropriate function on path loading function handle C:\Program Files\MATLAB\R2018b\toolbox\stats\mlearnapp\+mlearnapp\+internal\+model\DatasetSpecification.m>@(x)exportableModel.predictFcn(predictorExtractionFcn(x))
I'm not sure why it's calling functions on the R2018b path, instead of the MATLAB Runtime path. I have included a pragma in my function
%#function fitctree
Looking through other help documentation, I'm only seeing references to C/C++ for using machine learning models with generated code. Is it even possible with C#?

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采纳的回答

Steven Feingold
Steven Feingold 2019-7-2
The answer was to call the prediction function differently.
ModelClassificationEnsemble = trainedModel1.ClassificationEnsemble;
result = predict(ModelClassificationEnsemble, data);

更多回答（1 个）

undefined undefined
Hi
I have trained a neural network in Matlab, and now would like to predict using this trained network from C# code.
How do I save the network in a format readable by C# ?
How do I then call the predict function form C#?
What needs to installed on my C# machine? (currently it doesn not have Matlab runtime, sice I developed the net on another computer)
Thanks in advance,
Gal

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