Toffel, Michael W., Natalie Epstein, Kris Ferreira, and Yael Grushka-Cockayne. "Assessing Prediction Accuracy of Machine Learning Models." Harvard Business School Technical Note 621-045, August 2020. ...
Skin cancer remains the most common form of cancer worldwide, often presenting as benign skin conditions that are difficult to differentiate, even for experienced dermatologists.
Reproducible results (limitation of random error) within the thresholds defined by the manufacturer's precision specifications cannot be obtained (Fig. 1). Our findings indicate that accuracy ...