Machinelearning: Linear Regression using ML.NET

[sethreidnz]

I am trying to do simple linear regression with ML.NET and am struggling to figure out how you would do this. Is it possible and if so what is your recommendation? It's not clear from the documentation if a simple linear regression is possible with ML.NET.

[sfilipi]

Hi @sethreidnz

Check out this samples:

Full tutorial on regression: https://docs.microsoft.com/en-us/dotnet/machine-learning/tutorials/taxi-fare

Samples on linear regressors in ML.NET:

• https://github.com/dotnet/machinelearning/blob/master/docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Regression/StochasticDualCoordinateAscent.cs

• https://github.com/dotnet/machinelearning/blob/master/docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Regression/StochasticDualCoordinateAscentWithOptions.cs

• https://github.com/dotnet/machinelearning/blob/master/docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Regression/PoissonRegression.cs

• https://github.com/dotnet/machinelearning/blob/master/docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Regression/PoissonRegressionWithOptions.cs

[sfilipi]

Closing the issue, as I believe has been answered. Please feel free to reopen, or open a new one if further questions.

[adamshakhabov]

Link https://github.com/dotnet/machinelearning/blob/master/docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Regression/StochasticDualCoordinateAscent.cs is invalid (404 Page not found).