Natural Language Processing Engineer Question:

Download Job Interview Questions and Answers PDF

Tell me what is ‘Training set’ and ‘Test set’?

Natural Language Processing Engineer Interview Question

Answer:

In various areas of information science like machine learning, a set of data is used to discover the potentially predictive relationship known as ‘Training Set’. Training set is an examples given to the learner, while Test set is used to test the accuracy of the hypotheses generated by the learner, and it is the set of example held back from the learner. Training set are distinct from Test set.

Download Natural Language Processing Engineer Interview Questions And Answers PDF

Previous Question	Next Question
What is the major difference between CRF (Conditional Random Field) and HMM (Hidden Markov Model)? A) CRF is Generative whereas HMM is Discriminative model B) CRF is Discriminative whereas HMM is Generative model C) Both CRF and HMM are Generative model D) Both CRF and HMM are Discriminative model	Tell us why instance based learning algorithm sometimes referred as Lazy learning algorithm?