To calculate the accuracy of our own K nearest neighbors (KNN) algorithm, we need to compare the predicted labels with the actual labels of the test data. Accuracy is a commonly used evaluation metric in machine learning, which measures the proportion of correctly classified instances out of the total number of instances. The following steps