Shalom91 / Predict_Breast_Cancer

Predict breast cancer using logistic regression.

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Answer the following questions:

  • What are the factors that predict malignant cancer? (i.e. which variables significantly predict malignancy, p < 0.05)
  • Create a classification report and confusion matrix of predicted and observed values. What is the accuracy, precision, recall and F1-score of the model on the (a) training and (b) test data?
  • Plot a Receiver Operating Characteristic (ROC) curve on the test data.
  • What is overdispersion?

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Predict breast cancer using logistic regression.


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