Hyper parameters for StreamingLinearRegressionWithSGD():
- setInitialWeights(Vectors.zeros())
- setNumIterations()
- setStepSize()
- setMiniBatchFraction()
There is also a StreamingLinearRegression() API that does not use the stochastic gradient descent (SGD) version:
The following link provides a quick reference for linear regression: