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. 2017 Jul 5;8(34):57278–57301. doi: 10.18632/oncotarget.18985

Table 6. Validation of KNN classification for predicting tissue pathological categories (including cancer stages) using epithelial cells only and Biomarkers I.

A Classification
ID B ASAP Stage II Stage III LAC Total
HPrEpiC 1,798 29 49 102 88 2,066
% 87.03 1.4 2.37 4.94 4.26 100
LNCaP 128 1,070 10,775 1,587 3,877 17,437
% 0.73 6.14 61.79 9.1 22.23 100
B Classification
ID B ASAP Stage II Stage III LAC Total
Patient 5 2 61 1,687 2,355 7,480 11,585
% 0.02 0.53 14.56 20.33 64.57 100
Patient Z 207 832 73 2,652 5,610 9,374
% 2.21 8.88 0.78 28.29 59.85 100
C Classification
Phase B ASAP Stage II Stage III LAC Total
B1 589 202 87 1,052 789 2,719
% 21.66 7.43 3.2 38.69 29.02 100
P 437 650 74 10,270 8,691 20,122
% 2.17 3.23 0.37 51.04 43.19 100
D Classification
ID B ASAP Stage II Stage III LAC Total
Patient 7 9 250 536 3,851 983 5,629
% 0.16 4.44 9.52 68.41 17.46 100
Patient 8 232 1,038 1,215 4,136 1,894 8,515
% 2.72 12.19 14.27 48.57 22.24 100