All functions

abalone

Abalone

benchmarks

Benchmark data

coef(<sgdnet>)

Extract Model Coefficients for sgdnet Model

cv_sgdnet()

k-fold Cross Validation for sgdnet

deviance(<sgdnet>) deviance(<cv_sgdnet>)

Deviance for sgdnet Object

heart

Heart Disease

plot(<cv_sgdnet>)

Plot Results from Cross-Validation

plot(<sgdnet>)

Plot Coefficients from an 'sgdnet' Object

predict(<cv_sgdnet>)

Make Predcitions Based on Fit From cv_sgdnet()

predict(<sgdnet>) predict(<sgdnet_gaussian>) predict(<sgdnet_binomial>) predict(<sgdnet_multinomial>) predict(<sgdnet_mgaussian>)

Predictions for sgdnet Models

print(<cv_sgdnet>)

Print Method for 'cv_sgdnet' objects

print(<sgdnet>)

Print a Path Summary for a Fit from sgdnet

score()

Score the Performance of a Model fit with sgdnet()

sgdnet-package

Penalized Generalized Linear Models with Stochastic Gradient Descent

sgdnet()

Fit a Generalized Linear Model with Elastic Net Regularization

student

Student Performance

wine

Wine Cultivars