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KNN algorithm is applied on a dataset to predict cancer based on two features. You can see the prediction result in the following graph whereas

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KNN algorithm is applied on a dataset to predict cancer based on two features. You can see the prediction result in the following graph whereas "C" shows cancer and "N" shows no cancer. New patient information is collected which is shown here by "U". If the k:5, what will be the prediction of the model for this new unknown case? Feature 1 Feature 2 O The patient has cancer 0 The patient does not have cancer 0 The graph is not what we expect to see in knn O The model has not predicted any result

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