Celebrity profiling through linguistic analysis of digital social networks

Computational Social Networks

Table 30 Birth year classification using multinomial logistic regression classifier

Dataset	Class	Precision	Recall	F1-score	Support
PAN at CLEF2019	0 - [1940, 1950]	0.19	0.16	0.17	182
	1 - [1950, 1960]	0.38	0.22	0.28	401
	2 - [1960, 1970]	0.29	0.43	0.35	385
	3 - [1970, 1980]	0.28	0.25	0.26	390
	4 - [1980, 1990]	0.42	0.41	0.41	412
	5 - [1990, 2000]	0.66	0.66	0.66	404
	6 - [2000, 2012]	0.25	0.37	0.3	163
	Micro avg	0.37	0.37	0.37	2338
	Macro avg	0.35	0.36	0.35	2338
Famous actors	0 - [1930–1940]	0.00	0.00	0.00	4
	1 - [1940–1950]	0.04	0.33	0.07	3
	2 - [1950–1960]	0.35	0.43	0.39	14
	3 - [1960–1970]	0.17	0.05	0.07	21
	4 - [1970–1980]	0.29	0.27	0.28	26
	5 - [1980–1990]	0.38	0.31	0.34	16
	6 - [1990–2000]	0.44	0.29	0.35	14
	7 - [2000–2012]	0.00	0.00	0.00	0
	Micro avg	0.24	0.24	0.24	98
	Macro avg	0.21	0.21	0.19	98
	Weighted avg	0.29	0.24	0.25	98