print.ulsif | R Documentation |
ulsif
objectPrint a ulsif
object
## S3 method for class 'ulsif'
print(x, digits = max(3L, getOption("digits") - 3L), ...)
x |
Object of class |
digits |
Number of digits to use when printing the output. |
... |
further arguments on how to format the number of digits. |
invisble
The inputted ulsif
object.
print
, ulsif
set.seed(123)
# Fit model
dr <- ulsif(numerator_small, denominator_small)
# Inspect model object
dr
# Obtain summary of model object
summary(dr)
# Plot model object
plot(dr)
# Plot density ratio for each variable individually
plot_univariate(dr)
# Plot density ratio for each pair of variables
plot_bivariate(dr)
# Predict density ratio and inspect first 6 predictions
head(predict(dr))
# Fit model with custom parameters
ulsif(numerator_small, denominator_small, sigma = 2, lambda = 2)
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