shapley_weights function

Calculate Shapley weight

shapley_weights(m, N, n_components, weight_zero_m = 10^6)

Arguments

• m: Positive integer. Total number of features/groups.
• N: Positive integer. The number of unique coalitions when sampling n_components features/feature groups, without replacement, from a sample space consisting of m different features/feature groups.
• n_components: Positive integer. Represents the number of features/feature groups you want to sample from a feature space consisting of m unique features/feature groups. Note that 0 < = n_components <= m.
• weight_zero_m: Numeric. The value to use as a replacement for infinite coalition weights when doing numerical operations.

Returns

Numeric

Author(s)

Nikolai Sellereite