Internal functions that format predictions — format-internals • parsnip

These are used to ensure that we have appropriate column names inside of tibbles.

format_num() is deprecated. Use format_predictions(x, "numeric") instead.

format_class() is deprecated. Use format_predictions(x, "class") instead.

format_classprobs() is deprecated. Use format_predictions(x, "prob") instead.

format_time() is deprecated. Use format_predictions(x, "time") instead.

format_survival() is deprecated. Use format_predictions(x, "survival") instead.

format_linear_pred() is deprecated. Use format_predictions(x, "linear_pred") instead.

format_hazard() is deprecated. Use format_predictions(x, "hazard") instead.

Usage

format_predictions(x, type)

format_num(x)

format_class(x)

format_classprobs(x)

format_time(x)

format_survival(x)

format_linear_pred(x)

format_hazard(x)

ensure_parsnip_format(x, col_name, overwrite = TRUE)

Arguments

x: A data frame or vector (depending on the context and function).
type: A string for the prediction type. One of: "raw", "numeric", "class", "prob", "conf_int", "pred_int", "quantile", "time", "survival", "linear_pred", or "hazard".
col_name: A string for a prediction column name.
overwrite: A logical for whether to overwrite the column name.

Value

A tibble