[Retracted] Modeling and Optimization Analysis of Ancient Building Construction Rule Components Based on Deep Learning

Table 2

Classification effect of ts-ids and traditional machine learning test set.

Model	Classification	Precision	Recall	F value
Simplicity	Normal flow	0.59	0.92	0.72
	DOS	0.66	0.65	0.66
	Probe	0.73	0.01	0.02
	R2L	0	0	0
	U2R	0	0	0
S-neighbor analysis	Normal flow	0.67	0.97	0.80
	DOS	0.93	0.75	0.83
	Probe	0.68	0.59	0.63
	R2L	0.58	0.08	0.14
	U2R	0.70	0.10	0.18
Plan tree	Normal flow	0.64	0.97	0.77
	DOS	0.96	0.88	0.89
	Probe	0.79	0.60	0.66
	R2L	0.74	0.01	0.03
	U2R	0.22	0.07	0.13