Hi, which is the best option?

Which of the following statements best describes the concept of overfitting?

Select one:

a.Fitting the model to the process of interest and to a random process.

b.Fitting the model to the process of interest and not to a random process.

c.Providing a bad fit of the model to the current data.

d.Using less parameters than necessary to fit the data.