Machine Learning functions¶

The following functions are used for machine learning.

evalMLMethod¶

Prediction using fitted regression models uses evalMLMethod function.

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.