Breast cancer is the most common cancer amongst women in the world. The dataset contains the diagnosis and a set of 30 features. The dataset is from Kaggle and more information please refers to https://archive.ics.uci.edu/ml/datasets/Breast+Cancer+Wisconsin+(Diagnostic)
The key challenges against it's detection is how to classify tumors into Malignant (cancerous) or Benign (healthy), a binay classification task using Sklearn.
- EDA
- Processing
- Modelling : SVM
- using Cross-validation tuning hyperparameters
- Evaluation metric