extract method for H2OBinomialModel objects created by
the h2o.glm function in the h2o package.
Usage
# S4 method for class '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.