Table 1.

Exosomal lipid-based classification of normal versus early and late stage NSCLC using Random Forest and LASSO.

Subjects	AUROC	Std	95% CI		Sensitivity	Std	95%CI		Specificity	Std	95% CI
Random Forest (with top 16 features)
Normal vs_Early	0.85	0.09	0.62	0.99	0.77	0.16	0.43	1.00	0.72	0.17	0.38	1.00
Normal vs Late	0.88	0.08	0.69	1.00	0.84	0.12	0.57	1.00	0.72	0.16	0.42	1.00
Early vs Late	0.64	0.12	0.41	0.84	0.67	0.16	0.31	1.00	0.54	0.17	0.22	0.89
LASSO
Normal vs_Early	0.79	0.04	0.71	0.85	0.65	0.09	0.46	0.78	0.77	0.05	0.66	0.85
Normal vs Late	0.77	0.04	0.68	0.83	0.54	0.08	0.37	0.70	0.82	0.04	0.73	0.89
Early vs Late	0.51	0.05	0.41	0.61	0.33	0.09	0.16	0.51	0.73	0.09	0.53	0.90