to get the proportion of votes for the winning class in r
# Use the prob parameter to get the proportion of votes for the winning class
x_pred <- knn(train, test, labels, k = 7, prob = TRUE)
# Get the "prob" attribute from the predicted classes
x_prob <- attr(x_pred, "prob")
# Examine the proportion of votes for the winning class
head(x_prob)