Research Article
Lung Cancer Prediction Using Neural Network Ensemble with Histogram of Oriented Gradient Genomic Features
Table 21
Output of the nonensemble SVM on “seen” HOG genomic samples.
| S/N | Class name | Actual output | Target output | Remark |
| 1 | Normal | | | | | EGFR | 1 | 1 | Correct prediction | | KRAS | 1 | 1 | Correct prediction | | TP53 | 1 | 1 | Correct prediction | 2 | EGFR deletion | 2 | 2 | Correct prediction | 3 | EGFR substitution | 3 | 3 | Correct prediction | 4 | KRAS substitution | 4 | 4 | Correct prediction | 5 | TP53 deletion | 5 | 5 | Correct prediction | 6 | TP53 substitution | 6 | 6 | Correct prediction |
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