I have a set of 20 observations, the target variable which is a binary variable (0 or 1), in this set has one unique value which is 1.
I want to predict this variable for a large sample, so I want to use a regression algorithm. The problem is that the target variable take one value, there is no observation that can describe the 0 class.
Is there any solution to handle this situation.
Thank you in advance.