Algorithm 1 ADASYN algorithm |
Input: Data_images ⟵ Input features Labels ⟵ Corresponding labels Output: X_res ⟵ Oversampled image f eature vectors y_res ⟵ Oversampled corresponding labels Start:
1: Import ADASYN f rom imblearn.over_sampling 2: Create ADASYN oversamping instance and assign a variable sm 3: Applying the ADASYN oversampling technique to the dataset 4: Fit resample method is called and passes through the arguments (Data_images and Labels). 5: Assign Oversampled image f eature vectors to X_res 6: Assign Oversampled corresponding labels to y_res 7: Return (X_res, y_res) End |