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Rectified CDF

Source: R/utils_ppi.R
rectified_cdf.Rd

Computes the rectified CDF of the data.

Usage

rectified_cdf(Y_l, f_l, f_u, grid, w_l = NULL, w_u = NULL)

Arguments

Y_l

(vector): Gold-standard labels.

f_l

(vector): Predictions corresponding to the gold-standard labels.

f_u

(vector): Predictions corresponding to the unlabeled data.

grid

(vector): Grid of values to compute the CDF at.

w_l

(vector, optional): Sample weights for the labeled data set.

w_u

(vector, optional): Sample weights for the unlabeled data set.

Value

(vector): Rectified CDF of the data at the specified grid points.