mse {ModelMetrics} | R Documentation |
Calculates the mean square error
mse(...) ## Default S3 method: mse(actual, predicted, ...) ## S3 method for class 'lm' mse(modelObject, ...) ## S3 method for class 'glm' mse(modelObject, ...)
... |
additional parameters to be passed the the s3 methods |
actual |
A vector of the labels |
predicted |
A vector of predicted values |
modelObject |
the model object. Currently supported |
data(testDF) glmModel <- glm(y ~ ., data = testDF, family="binomial") Preds <- predict(glmModel, type = 'response') mse(testDF$y, Preds)