Further increasing the polynomial degree (Poly5-6) generates very complex hypotheses which result in very low accuracy values.
to improve the polynomial kernel, we sum it to the contribution of AST and/or EAST, obtaining AST+Poly3 (polynomial kernel of degree 3), EAST+Poly3 and AST+EAST+Poly3, whose F 1 scores are also shown in Figure 5.