Limitations[edit]
The BIC criterion suffers from two main limitations[3]
the above approximation is only valid for sample size
n {displaystyle n}
much larger than the number
k {displaystyle k}
of parameters in the model.
the BIC cannot handle complex collections of models as in the variable selection (or feature selection) problem in high-dimension.[