Computational Social Networks

Table 29 Gender classification using multinomial logistic regression classifier

From: Celebrity profiling through linguistic analysis of digital social networks

Dataset	Class	Precision	Recall	F1-score	Support
PAN at CLEF2019	0 - female	0.87	0.89	0.88	790
	1 - male	0.89	0.88	0.88	813
	2 - nonbinary	0.36	0.4	0.38	10
	Micro avg	0.88	0.88	0.88	1613
	Macro avg	0.71	0.72	0.71	1613
Famous actors	0 - female	0.92	0.95	0.93	92
	1 - male	0.90	0.83	0.86	46
	2 - nonbinary	0.00	0.00	0.00	0
	Micro avg	0.89	0.89	0.89	98
	Macro avg	0.60	0.59	0.59	98
	Weighted avg	0.90	0.89	0.89	98

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