Jensen-Shannon Divergence (JSD) Metric

Computes the Jensen-Shannon divergence between two non-negative numeric vectors after normalizing them to probability distributions.

Usage

JSDmetric(evidence, predicted)

Arguments

evidence

The true values.

predicted

The predicted values.

Value

The Jensen-Shannon divergence.

Examples

evidence <- c(0.2, 0.3, 0.5)
predicted <- c(0.1, 0.4, 0.5)
JSDmetric(evidence, predicted)
#> [1] 0.01742578