What is the relationship between confidence and accuracy in the K nearest neighbors algorithm?
Monday, 07 August 2023
by EITCA Academy
The relationship between confidence and accuracy in the K nearest neighbors (KNN) algorithm is a important aspect of understanding the performance and reliability of this machine learning technique. KNN is a non-parametric classification algorithm widely used for pattern recognition and regression analysis. It is based on the principle that similar instances are likely to have
What is the difference between accuracy and confidence in the context of linear regression?
Monday, 07 August 2023
by EITCA Academy
In the context of linear regression, accuracy and confidence are two important concepts that help evaluate the performance and reliability of the model. While they are related, they have distinct meanings and purposes. Accuracy refers to how close the predicted values of the model are to the actual values. It measures the correctness of the