From: Construction of a semi-automatic ICD-10 coding system
Stage
Testing sets
TP
FP
FN
TN
P(%)
R(%)
F(%)
A(%)
First
10/1/2017–4/30/2018
50,084
6022
161,478
67,217
89.27
23.67
37.42
41.19
Second
7/1/2018–1/31/2019
85,838
11,291
222,938
82,994
88.38
27.90
42.41
41.89