extract,H2OBinomialModel-method {texreg}

extract method for H2OBinomialModel objects

Description

extract method for H2OBinomialModel objects created by the h2o.glm function in the h2o package.

Usage

## S4 method for signature 'H2OBinomialModel'
extract(
  model,
  standardized = FALSE,
  include.mse = TRUE,
  include.rsquared = TRUE,
  include.logloss = TRUE,
  include.meanerror = TRUE,
  include.auc = TRUE,
  include.gini = TRUE,
  include.deviance = TRUE,
  include.aic = TRUE,
  ...
)

Arguments

model

A statistical model object.

standardized

Report standardized coefficients instead of raw coefficients?

include.mse

Report the mean squared error in the GOF block?

include.rsquared

Report R^2 in the GOF block?

include.logloss

Report the log loss?

include.meanerror

Report the mean per-class error?

include.auc

Report the area under the curve (AUC)?

include.gini

Report the Gini coefficient?

include.deviance

Report the deviance?

include.aic

Report Akaike's Information Criterion (AIC) in the GOF block?

...

Custom parameters, which are handed over to subroutines. Currently not in use.