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Machine Learning Functions

evalMLMethod​

Prediction using fitted regression models uses evalMLMethod function. See link in linearRegression.

stochasticLinearRegression​

The stochasticLinearRegression aggregate function implements stochastic gradient descent method using linear model and MSE loss function. Uses evalMLMethod to predict on new data.

stochasticLogisticRegression​

The stochasticLogisticRegression aggregate function implements stochastic gradient descent method for binary classification problem. Uses evalMLMethod to predict on new data.