We can use the following methods for calibration in Supervised learning:
Platt Calibration: In Platt calibration, we transform the outputs of a classification model into a probability distribution over classes. In binary classification, we distribute data over two classes. But sometimes we need prediction about class as well as the probability of certainty about the prediction. By using Platt calibration we can get the probability estimate. It means we get how sure we are of our classification being correct.
Isotonic Regression: It is also known as monotonic regression. We use Isotonic regression to calibrate the linearity imposed by linear regression. In Isotonic regression, we fit an isotonic curve to means of an experimental result. Isotonic regression is not constrained by any concrete form like a linear function in linear regression.
Machine Learning Interview Questions can be used to give quizzes by any candidate who is preparing for Data Scientist Interview
This Machine Learning Questions Answers section will help you test your analytical skills in a tricky method, thereby giving you an edge over other students
All candidates who have to appear for the IT Officer can also refer to this short questions answers section.
You can also get access to the Machine Learning Interview ebook.
Machine Learning Questions can be used in the preparation of B.Sc (IT) , M. Sc (IT), BCA, MCA and various other exams.
You can also download pdf for these Machine Learning Interview questions Answers.
This Machine Learning Interview Type Questions Answers section can also be used for the preparation of VIVA of various exams like B.Sc (computer science), M. Sc (computer science), BCA, MCA and many more.
Machine Learning Interview Questions can be used to gain a credit score in various undergraduate and postgraduate courses like B.com, M.Com, MBA, BBA and many more.
Machine Learning Interview Questions Answers for IT officer
Machine Learning Viva Questions Answers
Machine Learning questions Answers for Bank Officer