Table 14 Comparison of models’ performance between our work and related works
From: Classification of lung cancer severity using gene expression data based on deep learning
Paper | Application | Model | Accuracy |
|---|---|---|---|
[21] | Lung cancer prediction | CNN | 84.8% |
[26] | Lung cancer subtypes prediction | Random Forest | 77.2% |
[31] | Lung cancer survival prediction | Deep Neural Network | 75.44% |
[33] | Lung cancer long-term survival prediction | CNN | 72.51% |
[40] | Lung cancer subtypes prediction | Naive Bayes | 90% |
Our work | Lung cancer severity prediction | Optimized CNN | 94% |