Computational Social Networks

Table 31 Occupation classification using multinomial naive Bayes classifier

From: Celebrity profiling through linguistic analysis of digital social networks

Class	Precision	Recall	F1-score	Support
0 - creator	0.47	0.42	0.44	402
1 - manager	0.58	0.18	0.28	288
2 - performer	0.53	0.79	0.64	395
3 - politician	0.66	0.82	0.73	391
4 - professional	0.31	0.13	0.18	0.191
5 - religious	0.25	0.14	0.18	14
6 - science	0.49	0.43	0.46	298
7 - sports	0.69	0.88	0.77	405
Micro avg	0.57	0.57	0.57	2384
Macro avg	0.5	0.47	0.46	2384

Back to article page