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. 2018 Sep 7;20(9):684. doi: 10.3390/e20090684

Table 8.

Rule-based classifier obtained with ENORA-RMSE for Monk’s Problem 2 dataset.

Rule	Antecedents							Consequent
$R_{1}$ :	IF	head_shape = round	AND	body_shape = round	AND	is_smiling = no
	AND	holding = sword	AND	jacket_color = red	AND	has_tie = yes	THEN	class = yes
$R_{2}$ :	IF	head_shape = octagon	AND	body_shape = round	AND	is_smiling = no
	AND	holding = sword	AND	jacket_color = red	AND	has_tie = no	THEN	class = yes
$R_{3}$ :	IF	head_shape = round	AND	body_shape = round	AND	is_smiling = no
	AND	holding = sword	AND	jacket_color = yellow	AND	has_tie = yes	THEN	class = yes
$R_{4}$ :	IF	head_shape = round	AND	body_shape = round	AND	is_smiling = no
	AND	holding = sword	AND	jacket_color = red	AND	has_tie = no	THEN	class = yes
$R_{5}$ :	IF	head_shape = square	AND	body_shape = square	AND	is_smiling = yes
	AND	holding = flag	AND	jacket_color = yellow	AND	has_tie = no	THEN	class = no
$R_{6}$ :	IF	head_shape = octagon	AND	body_shape = round	AND	is_smiling = yes
	AND	holding = balloon	AND	jacket_color = blue	AND	has_tie = no	THEN	class = no
$R_{7}$ :	IF	head_shape = octagon	AND	body_shape = octagon	AND	is_smiling = yes
	AND	holding = sword	AND	jacket_color = green	AND	has_tie = no	THEN	class = no