Detection of early-stage lung cancer in sputum using automated flow cytometry and machine learning

Respiratory Research

Table 6 Impact of model predictors on classification

Predictor dropped from model	Cancer called^b		Non-cancer called^b		Total (Cancer and Non-cancer)^b
	Correct	Incorrect	Correct	Incorrect	Incorrect
None^a	23	5	107	15	20
age^c	9	19	111	11	30
TCPP/log₁₀SSC-A R3	18	10	105	17	27
CD206^lowCD3/CD19CD66b^mid	20	8	100	22	30
FVS510-A/log₁₀FSC-A R2^c	19	9	107	15	24
age:FVS510-A/log₁₀FSC-A R2	18	10	104	18	28

ISSN: 1465-993X