We show that as in the case of isotropic models, `Dirac Algorithm' and `Modified Horowitz' Formalism' lead to identical phase-space structure Hamiltonian for gravitational action with curvature squared terms, anisotropic space-time, viz, Bianchi-I, Bianchi-III Kantowski-Sachs models too.