Why is Bias-Variance Tradeoff Important in Cancer Diagnosis?
Accurate cancer diagnosis relies heavily on the balance between bias and variance. For example, in the detection of breast cancer using mammograms, a model with high bias might miss tumors, while one with high variance might incorrectly identify benign tissues as malignant. Both scenarios can have serious consequences for patient care.
