Table 4 The results of data mining models prediction
From: Prognostic value of plasma microRNAs for non-small cell lung cancer based on data mining models
Models | Training set (n = 53) | Total | Prediction set (n = 16) | Total | ||
|---|---|---|---|---|---|---|
Survival | Death | Survival | Death | |||
BNN | ||||||
Survival | 15 | 9 | 24 | 3 | 4 | 7 |
Death | 4 | 25 | 29 | 2 | 7 | 9 |
Total | 19 | 34 | 53 | 5 | 11 | 16 |
ANN | ||||||
Survival | 18 | 6 | 24 | 6 | 1 | 7 |
Death | 1 | 28 | 29 | 2 | 7 | 9 |
Total | 19 | 34 | 53 | 8 | 8 | 16 |
LDA | ||||||
Survival | 19 | 5 | 24 | 5 | 2 | 7 |
Death | 5 | 24 | 29 | 2 | 7 | 9 |
Total | 24 | 29 | 53 | 7 | 9 | 16 |
C5.0 | ||||||
Survival | 21 | 3 | 24 | 6 | 1 | 7 |
Death | 0 | 29 | 29 | 0 | 9 | 9 |
Total | 21 | 32 | 53 | 6 | 10 | 16 |
SVM | ||||||
Survival | 20 | 4 | 24 | 7 | 0 | 7 |
Death | 1 | 28 | 29 | 2 | 7 | 9 |
Total | 21 | 32 | 53 | 9 | 7 | 16 |