This breast cancer database was obtained from Dr. Wolberg’s office at the University of Wisconsin Hospitals, Madison. Each record here contains values for different morphological and pathological features of a tumor dissected from any given patient. The class column indicates whether the patient has been characterized as the benign tumor or a malignant tumor.
OBJECTIVE's:
- Built a classifier to identify patients with benign or malignant tumor based on the tumor characteristics.
- Reduce your false positives as well as false negatives.
- Identify the number of false positive and false negatives
- Improve the classification model to reduce patients who are being predicted as having benign tumor but actually have malignant tumor.
Ansers to above questions are:
