Table 5 Selection of the most reliable marker set to identify the origin of Plasmodium falciparum isolates
Marker set | Marker set | ||||||
|---|---|---|---|---|---|---|---|
TA1, Pfg377 & B5M2 | 2490, Pfg377 & B5M2 | ||||||
Total number of instances 306 | Total number of instances 306 | ||||||
Correctly classified instances (288) 94.118% | Correctly classified instances (282) 92.157% |
Detailed accuracy by class | Detailed accuracy by class | ||||||
|---|---|---|---|---|---|---|---|
TP Rate | FP Rate | Precision | Class | TP Rate | FP Rate | Precision | Class |
0.97 | 0.11 | 0.941 | Yunnan | 0.924 | 0.083 | 0.953 | Yunnan |
0.89 | 0.03 | 0.942 | Hainan | 0.917 | 0.076 | 0.87 | Hainan |
Confusion matrix | Confusion matrix | ||||||
|---|---|---|---|---|---|---|---|
a | b | ←classified as | a | b | ←classified as | ||
191 | 6 | a = Yunnan | 182 | 15 | a = Yunnan | ||
12 | 97 | b = Hainan | 9 | 100 | b = Hainan | ||