Generalized Linear Models (GLM) Fitting System

A Generalized Linear Models (GLM) Fitting System is a model-based supervised learning system (that applies a GLM algorithm to solve a GLM task.

• • …
• Example(s):
  • sklearn.linear_model.
• See: Logistic Classification System, Linear Support Vector Machines System, Spark MLlib.

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References

2014

• https://spark.apache.org/docs/latest/mllib-linear-methods.html#examples
  • The following code snippet illustrates how to load a sample dataset, execute a training algorithm on this training data using a static method in the algorithm object, and make predictions with the resulting model to compute the training error.

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