pseudof.full {simuclustfactor}

PseudoF Score in the Full-Space

Description

Computes the PseudoF score in the full space.

Usage

pseudof.full(bss, wss, full_tensor_shape, reduced_tensor_shape)

Arguments

bss

Between sums of squared deviations between clusters.

wss

Within sums of squared deviations within clusters.

full_tensor_shape

Dimensions of the tensor in the original space.

reduced_tensor_shape

Dimension of the tensor in the reduced space.

Value

PseudoF score

References

Caliński T, Harabasz J (1974). “A dendrite method for cluster analysis.” Communications in Statistics, 3(1), 1-27. doi:10.1080/03610927408827101, https://www.tandfonline.com/doi/pdf/10.1080/03610927408827101 , https://www.tandfonline.com/doi/abs/10.1080/03610927408827101. Rocci R, Vichi M (2005). “Three-Mode Component Analysis with Crisp or Fuzzy Partition of Units.” Psychometrika, 70, 715-736. doi:10.1007/s11336-001-0926-z.

Examples

pseudof.full(12,6,c(8,5,4),c(3,3,2))