Data Preprocessing: Benjamini–Hochberg correction (adj p < 0.05), log2FC > 1 filtering

Validation: using miRTarBase

Visualisation & Normalisation: Boxplot, Volcano, PCA, Heatmap

Functional Enrichment Analysis and Biological Interpretation

Machine Learning Modelling
(Random Forest, Classifier, SVM, Logistic regression)

Evaluation Metrics: Accuracy, Precision, Recall, F1-score, Confusion Matrix