What is the 'Perplexity' metric used for in language modeling?

1. ক
   To measure the grammatical correctness of a sentence
   
2. খ
   To evaluate the quality of a language model by measuring how well it predicts a sample
   
3. গ
   To calculate the speed of a parser
   
4. ঘ
   To determine the number of parameters in a neural network