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)