cyber crime cases_confusion matrix or its two types of error
Why do we need Confusion Matrix? As we have already seen what is Simple Linear Regression in Machine Learning (Click Here to Know More). This Linear Regression is One Part of the Linear Model where we Predict What are the Upcoming Values of Dependent Variable (y) which are predicted from the Independent Variable (x). In This Case, we are just Predicting Based upon the Mathematical Formula and single independent variable x. So if we have a Huge Data Set to Train The Model. We can take the surety that The Output that the Model will Predict will be Accurate. Similarly, Like Linear Regression, we have Another Model in Machine Learning called Logistic Regression which Comes under the Category of Classification . By Classification we Mean that our Dependent Variable (y) will have Two Possibilities, Example (True or False, Do or Die, Happy or Unhappy, etc). These Possibilities Obviously Can't come from just one Independent Variable (x). So For This Type of Predict...