TSHD: Topic Segmentation Based on Headings Detection (Case Study: Resumes)

Table 6

Results comparison with the TSHD algorithm.

Method	Precision (%)	Recall (%)	F1 score (%)
SVM	80.95	72.87	76.70
HMM	75.95	75.89	75.92
CRF	80	50	62
XGBoost	91.4	89.8	90.1
TSHD	97.37	96.25	96.40

TSHD algorithm achieves higher results: precision = 97.37%, recall = 96.25%, and F1 score = 96.4%, which are better than the results of all previous studies.