log_loss: Log Loss

In PaoloLuciano/bpwpm2: Bayesian Piece-wise Polynomial Package

Description

An implementation of the Log-Loss function for the binomial case

Usage

log_loss(Y, p, eps = 1e-10, verb = TRUE)

Arguments

p	Vector of fitted probabilities for each Y.
eps	Machine error to hanlde limit cases on the logarithm function

Value

The value of the Log Loss function (numeric). The smaller, the better

Examples

log_loss(true_values, fitted probabilities)
log_loss(true_values, fitted probabilities)
log_loss(true_values, fitted probabilities, 1e-30, FALSE)

PaoloLuciano/bpwpm2 documentation built on June 6, 2019, 5:47 p.m.