Model Performance Report

Macro Avg F1: 0.84
Weighted Avg F1: 0.85

Overall Accuracy: 85.12%

Note: Zeros in the following table indicate lack of test samples for those classes.

Class	Precision	Recall (Accuracy)	F1-Score	Support
Adult	0.81	0.75	0.78	190.0
Arts_and_Entertainment	0.88	0.87	0.88	7737.0
Autos_and_Vehicles	0.90	0.90	0.90	2806.0
Beauty_and_Fitness	0.87	0.85	0.86	2564.0
Books_and_Literature	0.84	0.84	0.84	2115.0
Business_and_Industrial	0.82	0.82	0.82	7049.0
Computers_and_Electronics	0.86	0.88	0.87	5711.0
Finance	0.85	0.88	0.86	2369.0
Food_and_Drink	0.89	0.91	0.90	5020.0
Games	0.89	0.85	0.87	2264.0
Health	0.88	0.90	0.89	5424.0
Hobbies_and_Leisure	0.78	0.76	0.77	3244.0
Home_and_Garden	0.87	0.89	0.88	4569.0
Internet_and_Telecom	0.82	0.81	0.81	2668.0
Jobs_and_Education	0.85	0.84	0.85	4478.0
Law_and_Government	0.83	0.82	0.83	2331.0
News	0.79	0.74	0.76	3167.0
Online_Communities	0.76	0.68	0.72	898.0
People_and_Society	0.79	0.81	0.80	5354.0
Pets_and_Animals	0.85	0.86	0.85	1457.0
Real_Estate	0.91	0.91	0.91	2216.0
Science	0.83	0.79	0.81	1632.0
Sensitive_Subjects	0.82	0.83	0.83	2297.0
Shopping	0.79	0.80	0.80	2422.0
Sports	0.91	0.92	0.91	4024.0
Travel_and_Transportation	0.86	0.88	0.87	3560.0