Table 4.

Personality trait-based model ANN results.

Method	Layer	Neuron	Accuracy	Precision	Recall	F1 score	Confusion matrix
Personality traits - ANN	1	2	0.681	0.938	0.938	0.821	[24 4 17 17]
Personality traits - ANN	1	4	0.643	0.889	0.659	0.906	[20 8 11 23]
Personality traits - ANN	1	8	0.774	0.938	0.691	0.938	[21 7 8 26]
Personality traits - ANN	1	16	0.756	0.311	0.774	0.952	[21 7 9 25]
Personality traits - ANN	1	32	0.724	0.771	0.809	0.952	[21 7 8 26]
Personality traits - ANN	1	64	0.931	0.782	0.822	0.821	[22 6 0 34]
Personality traits - ANN	1	128	0.923	0.791	0.946	0.906	[24 4 0 34]
Personality traits - ANN	2	2	0.675	0.923	0.946	0.938	[18 10 11 23]
Personality traits - ANN	2	4	0.692	0.954	0.938	0.545	[19 9 10 24]
Personality traits - ANN	2	8	0.764	0.938	0.659	0.766	[22 6 8 26]
Personality traits - ANN	2	16	0.812	0.889	0.811	0.782	[24 4 8 26]
Personality traits - ANN	2	32	0.951	0.947	0.929	0.959	[24 4 0 34]
Personality traits - ANN	2	64	0.842	0.887	0.822	0.967	[26 2 5 29]
Personality traits - ANN	2	128	0.912	0.947	0.899	0.934	[24 4 0 34]
Personality traits - ANN	3	2	0.482	0.226	0.941	0.678	[28 0 34 0]
Personality traits - ANN	3	4	0.774	0.777	0.956	0.707	[19 9 5 29]
Personality traits - ANN	3	8	1	1	1	1	[24 4 10 24]
Personality traits - ANN	3	16	0.743	0.79	0.793	0.707	[23 5 8 26]
Personality traits - ANN	3	32	0.921	0.936	0.911	0.952	[23 5 0 34]
Personality traits - ANN	3	64	0.925	0.952	0.956	0.969	[28 0 3 31]
Personality traits - ANN	3	128	0.732	0.782	0.956	0.638	[28 0 0 34]
Personality traits - ANN	4	2	0.621	0.609	0.609	0.657	[16 12 12 22]
Personality traits - ANN	4	4	0.687	0.684	0.684	0.707	[21 7 13 21]
Personality traits - ANN	4	8	0.832	0.821	0.919	0.821	[23 5 6 28]
Personality traits - ANN	4	16	0.912	0.959	0.902	0.952	[25 3 0 34]
Personality traits - ANN	4	32	0.942	0.905	0.902	0.903	[25 3 0 34]
Personality traits - ANN	4	64	0.953	0.879	0.354	0.903	[28 0 2 32]
Personality traits - ANN	4	128	0.921	0.918	0.807	0.548	[27 1 3 31]
Personality traits - ANN	5	2	0.623	0.887	0.874	0.905	[25 3 21 13]
Personality traits - ANN	5	4	0.721	0.853	0.939	0.834	[19 9 9 25]
Personality traits - ANN	5	8	0.851	0.879	0.942	0.905	[23 5 6 28]
Personality traits - ANN	5	16	0.921	0.882	0.912	0.907	[24 4 2 32]
Personality traits - ANN	5	32	0.952	0.85	0.901	0.827	[28 0 4 30]
Personality traits - ANN	5	64	0.921	0.812	0.892	0.907	[28 0 3 31]
Personality traits - ANN	5	128	0.942	0.896	0.882	0.954	[28 0 3 31]

Source: own research.