Describe the classifier in machine learning.



Describe the classifier in machine learning...

Answer / Mohit Rathi

"A classifier is a supervised learning algorithm that categorizes data into distinct classes or groups based on learned patterns. It predicts the class membership of new, unseen samples. Examples include Naive Bayes Classifier, Decision Trees, Support Vector Machines (SVM), and Neural Networks."

Is This Answer Correct ?    0 Yes 0 No

Post New Answer

More AI Machine Learning Interview Questions

What are the important data pre-processing techniques in python machine learning?

1 Answers  


What is the difference between probability and likelihood?

1 Answers  


Differentiate between inductive learning and deductive learning?

1 Answers  


What are support vector machines?

1 Answers  


Can you explain bias-variance trade-off?

1 Answers  


What are convolutional networks? Where can we use them?

1 Answers  


what is the function of ‘unsupervised learning’?

1 Answers  


What is class-imbalanced dataset in machine learning?

1 Answers  


Difference between Classification and Regression?

1 Answers  


How is F1 score is used?

1 Answers  


What is A/B Testing?

1 Answers  


Explain the topics in machine learning?

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)