A Novel Deep Learning-based Whale Optimization Algorithm for Prediction of Breast Cancer

Abstract

HIGHLIGHTS Novel whale optimization algorithm is proposed for prediction of breast cancer. Deep learning-based WOA adjusts the CNN structure as per maximum detection accuracy. Proposed method achieves 92.4% accuracy in comparison to 90.3%. Validity of method is evaluated with magnifying factors like 40x, 100 x, 200x, 400x.

Keywords

• accuracy
• breast cancer
• convolutional neural network
• detection
• deep learning
• whale optimization algorithm