question

TaekyoungKim-0442 avatar image
0 Votes"
TaekyoungKim-0442 asked DSPatrick edited

Hyperparameters tuning on Microsoft.ML using visual studio

First of all, I'm really thankful you to look at my question and develop this kind of great software and packages for machine learning.

I'm using visual studio embedded in Unity3D to build classification models using Microsoft.ML, and I successfully built several models following some guidelines on Youtube (https://www.youtube.com/watch?v=VJTpbZrBAeU&t=2754s).
I want to one step forward to build more accurate classification models by tuning hyperparameters of models as python does. For example, an SVM model has several hyperparameters such as C and gamma, and python provides grid search to optimize the hyperparmeters.
However, I cannot find some way to tune and manipulate hyperparameters of classification models from Microsoft.ML package in Visual studio, in fact, I can build models without tuning hyperparameters and just using default values of them, I guess.

So, I wonder that can I tune and manipulate hyperparameters of classification models in Microsoft.ML package in Visual studio.

In building a model, I did like "var pipeline = context.Transforms.NormalizeMeanVariance("parameter1").Append.context ... .Append(context.BinaryClassification.Trainers.LdSvm());", and I'm guessing I can input some value in the bracket of 'LdSvm()' to manipulate hyperparameters.

Thank you in advance.


dotnet-ml-big-data
5 |1600 characters needed characters left characters exceeded

Up to 10 attachments (including images) can be used with a maximum of 3.0 MiB each and 30.0 MiB total.

0 Answers