Golgappa.net | Golgappa.org | BagIndia.net | BodyIndia.Com | CabIndia.net | CarsBikes.net | CarsBikes.org | CashIndia.net | ConsumerIndia.net | CookingIndia.net | DataIndia.net | DealIndia.net | EmailIndia.net | FirstTablet.com | FirstTourist.com | ForsaleIndia.net | IndiaBody.Com | IndiaCab.net | IndiaCash.net | IndiaModel.net | KidForum.net | OfficeIndia.net | PaysIndia.com | RestaurantIndia.net | RestaurantsIndia.net | SaleForum.net | SellForum.net | SoldIndia.com | StarIndia.net | TomatoCab.com | TomatoCabs.com | TownIndia.com
Interested to Buy Any Domain ? << Click Here >> for more details...


Why do we need a validation set and test set? What is the difference between them?



Why do we need a validation set and test set? What is the difference between them?..

Answer / Amrit Lal Meena

A validation set is used during the training process to tune hyperparameters and select the best model. It helps prevent overfitting by providing an unbiased estimate of the model's performance. A test set, on the other hand, is only used at the end of the model selection process to evaluate the final model's generalization ability to new data. The difference between them lies in their use: validation for tuning and testing for evaluation.

Is This Answer Correct ?    0 Yes 0 No

Post New Answer

More AI Machine Learning Interview Questions

What was bayes’ theorem? How was it useful in a machine learning context?

1 Answers  


Explain the Algorithm of Nearest Neighbor in Machine Learning?

1 Answers  


What is a class in machine learning?

1 Answers  


How bayes theorem is useful in a machine learning context?

1 Answers  


Explain what is naive bayes in machine learning?

1 Answers  


What is the standard approach to supervised learning?

1 Answers  


Can you name some feature extraction techniques used for dimensionality reduction?

1 Answers  


What is the bias in machine learning?

1 Answers  


Tell me how much data will you allocate for your training, validation and test sets?

1 Answers  


What is regularization in machine learning?

1 Answers  


Explain the Algorithm Technique of Reinforcement Learning in Machine Learning?

1 Answers  


What is meant by naive bayes classifier?

1 Answers  


Categories
  • AI Algorithms Interview Questions AI Algorithms (74)
  • AI Natural Language Processing Interview Questions AI Natural Language Processing (96)
  • AI Knowledge Representation Reasoning Interview Questions AI Knowledge Representation Reasoning (12)
  • AI Robotics Interview Questions AI Robotics (183)
  • AI Computer Vision Interview Questions AI Computer Vision (13)
  • AI Neural Networks Interview Questions AI Neural Networks (66)
  • AI Fuzzy Logic Interview Questions AI Fuzzy Logic (31)
  • AI Games Interview Questions AI Games (8)
  • AI Languages Interview Questions AI Languages (141)
  • AI Tools Interview Questions AI Tools (11)
  • AI Machine Learning Interview Questions AI Machine Learning (659)
  • Data Science Interview Questions Data Science (671)
  • Data Mining Interview Questions Data Mining (120)
  • AI Deep Learning Interview Questions AI Deep Learning (111)
  • Generative AI Interview Questions Generative AI (153)
  • AI Frameworks Libraries Interview Questions AI Frameworks Libraries (197)
  • AI Ethics Safety Interview Questions AI Ethics Safety (100)
  • AI Applications Interview Questions AI Applications (427)
  • AI General Interview Questions AI General (197)
  • AI AllOther Interview Questions AI AllOther (6)