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Machine learning functions
evalMLMethod (prediction)
Prediction using fitted regression models uses evalMLMethod
function. See link in linearRegression
.
Stochastic Linear Regression
The stochasticLinearRegression aggregate function implements stochastic gradient descent method using linear model and MSE loss function. Uses evalMLMethod
to predict on new data.
Stochastic Logistic Regression
The stochasticLogisticRegression aggregate function implements stochastic gradient descent method for binary classification problem. Uses evalMLMethod
to predict on new data.