modelPlot: LASSO Coefficient Plot

In politeness: Detecting Politeness Features in Text

LASSO Coefficient Plot

Description

Plots feature counts and coefficients from a trained LASSO model

This plots the coefficients from a trained LASSO model.

Usage

modelPlot(model1, counts, model2 = NULL, dat = FALSE)

Arguments

model1	Trained glmnet model
counts	Feature counts - either from training data or test data (choose based on application of interest)
model2	Trained glmnet model (optional) If you want the Y axis to reflect a second set of coefficients, instead of feature counts.
dat	logical If TRUE, then function will return a list with the data.frame used for plotting, as well as the plot itself.

Value

ggplot object. Layers can be added like any ggplot object

politeness documentation built on April 4, 2025, 2:44 a.m.