View source: R/model_train_utilities.R
chemmodlab | R Documentation |
Constructor for the chemmodlab object
chemmodlab( all.preds, all.probs, model.acc, classify, responses, data, params, des.names, models, nsplits )
all.preds |
a list of lists of dataframes. The elements of the outer
list correspond to each split performed by |
all.probs |
a list of lists of dataframes. Constructed only if there is
a binary response. The structure is the same as |
model.acc |
a list of lists of model accuracy measures. The elements of
the outer list correspond each split performed by |
classify |
a logical. Was classification models used for binary response? |
responses |
a numeric vector. The true value of the response. |
data |
a list of numeric matrices. Each matrix is a descriptor set used as model input. The first column of each matrix is the response vector, and the remaining columns are descriptors. |
params |
a list of dataframes as made by
|
des.names |
a character vector specifying the descriptor set names. NA if unspecified. |
models |
a character vector specifying the models fit to the data. |
nsplits |
number of CV splits performed. |
Jacqueline Hughes-Oliver, Jeremy Ash
chemmodlab
, plot.chemmodlab
,
CombineSplits
,
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