We developed a new proper method for classifying -dimensional derived Jordan algebras, and apply it to the classification of -dimensional derived Jordan algebras. As a byproduct, we have the algebraic classification of -dimensional metabelian commutative algebras and -dimensional derived commutative associative algebras. After that, we introduced a method of classifying -dimensional bicommutative algebras, based on the classification of -dimensional derived commutative associative algebras, and applied it to the classification of -dimensional bicommutative algebras. The second part of the paper is dedicated to the geometric classification of -dimensional metabelian commutative, derived commutative associative, derived Jordan and bicommutative algebras.

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