Match the following metric with its definition:

Question $8$ options:

Root Mean Squared Error

Mean Squared Error

Mean Absolute Error

$1.$

the mean of the absolute value of the errors

$2.$

the mean of the squared errors

$3.$

the square root of the mean of the squared errors