Research Article

A Robust Context-Based Deep Learning Approach for Highly Imbalanced Hyperspectral Classification

Table 1

Model comparison based on prediction results using the original Pavia Centre dataset.

ModelsPrecision (%)Recall (%)F1-score (%)Accuracy (%)

DCN86.7089.1585.1188.92
PCA + DCN79.7188.7283.8288.52
Context-based DCN88.3589.9588.0589.88