Table 6.

Prediction of RSA types, probabilities, and confidence levels from the RF model. Predictions with larger probabilities have higher confidence level than those with lower probabilities.

Image name	RSA type	Prob for B	Prob for T	Prob for TB	Max prob	Predicted RSA type	Correct (Y/N)	Conf level
Root001	TB	0.340	0.325	0.335	0.340	B	No	LLL
Root002	TB	0.346	0.335	0.319	0.346	B	No	LLL
Root003	B	0.328	0.355	0.317	0.355	T	No	LLL
Root004	B	0.351	0.288	0.361	0.361	TB	No	LLL
Root005	B	0.362	0.282	0.356	0.362	B	Yes	LLL
Root006	TB	0.296	0.362	0.342	0.362	T	No	LLL
Root007	T	0.368	0.283	0.349	0.367	B	No	LLL
Root008	B	0.502	0.234	0.263	0.502	B	Yes	LL
Root009	B	0.503	0.237	0.260	0.503	B	Yes	LL
Root010	TB	0.508	0.286	0.206	0.508	B	No	LL
Root011	T	0.175	0.317	0.508	0.508	TB	No	LL
Root012	T	0.229	0.508	0.263	0.508	T	Yes	LL
Root013	T	0.130	0.362	0.509	0.508	TB	No	LL
Root014	B	0.820	0.041	0.139	0.820	B	Yes	HH
Root015	TB	0.820	0.071	0.109	0.820	B	No	HH
Root016	T	0.005	0.990	0.005	0.990	T	Yes	HHH
Root017	B	0.994	0.000	0.006	0.994	B	Yes	HHH