Dataset and Analysis

Statistical representation of samples for demographic categories across Initial, Naive, and SMOTE datasets.

Gender

		Male	Female
Initial		240	500
Naïve		1019	1009
SMOTE		4443	4443

Fitzpatrick scale

The abbreviations for `Fitzpatrick scale’ are: T.1 - type i, T.1 - type ii, T.1 - type iii, T.1 - type iv, T.1 - type v, T.1 - type vi.

		T.1	T.2	T.3	T.4	T.5	T.6
Initial		11	192	289	159	72	17
Naïve		25	681	743	345	164	70
SMOTE		1925	1893	2630	1132	322	984

Age Groups

		18-24	25-30	31-36	37-42	43-50	51-60	61+
Initial		83	201	164	137	103	44	8
Naïve		293	282	297	293	283	274	285
SMOTE		1014	2918	1703	1236	978	458	579

Geo Location

The abbreviations for `Geo-location’ are: RN - Rio Grande do Norte, SP - Sao Paulo, RS - Rio Grande do Sul, GO -Goias, MT - Mato Grosso, PR - Parana, RJ - Rio de Janeiro, MG - Minas Gerais, PI - Piaui, PE - Pernambuco, MA - Maranhao.

		MA	MT	RN	GO	PI	RS	RJ	SP	PE	PR	MG
Initial		9	27	25	11	7	28	130	379	38	55	31
Naïve		18	47	39	24	34	70	409	1110	59	119	99
SMOTE		892	854	845	841	830	805	796	787	769	744	723