Table 2.
Abbreviations
| Brain tumors | |
| LGG | Low-Grade Glioma |
| HGG | High-Grade Glioma |
| PA | Pilocytic Astrocytoma |
| MB | Medulloblastoma |
| EP | Ependymoma |
| DIPG | Diffuse Intrinsic Pontine Glioma |
| DMG | Diffuse Midline Glioma |
| ACP | Adamantinomatous Craniopharyngioma |
| OPG | Optic Pathway Glioma |
| Classification algorithms | |
| NB | Naïve Bayes |
| RF | Random Forest |
| kNN | k-Nearest Neighbors |
| SVM | Support Vector Machine |
| C-SVM | Cost-Based Support Vector Machine |
| CNN | Convolutional Neural Network |
| GBT | Gradient Boosted Trees |
| LR | Logistic Regression |
| Feature reduction/selection methods | |
| PCA | Principal Component Analysis |
| UA | Univariate Analysis |
| UAS | Univariate Analysis Screening |
| MLR | Multivariate Logistic Regression |
| KWT | Kruskal-Wallis Test |