Question
What is overfitting in the context of machine learning
models?Solution
Overfitting occurs when a machine learning model is too complex relative to the amount of training data available. In this situation, the model learns not only the underlying patterns in the training data but also the noise and random fluctuations. As a result, the model performs exceptionally well on the training data but fails to generalize to new, unseen data.
Which of the following monsoon is responsible for torrential rainfall over the Tamil Nadu coast, southern Andhra Pradesh, southeast Karnataka and southe...
Which airport was ranked as the busiest airport overall in 2022, according to the rankings released by Airports Council International?
The 2016 World Economic Forum Annual Meeting took place in-
Which of the following was not a city in Ancient Harappan Civilization?
Which of the following statement is/are INCORRECT about the announcement made by Central Government in November 2023 regarding modification to Senior Ci...
Match the following books with their respective authors.
Which institution has created a framework for transfer of stressed loans from domestic lenders to financial institutions?
Famous for his role during 26/11 Mumbai terrorist attacks, Dr. Sadanand Date was appointed as Chief of which one of the following forces in March 2024?
In which city was India's first Green Hydrogen Plant in the Stainless Steel Sector inaugurated?
What was the Swadeshi Movement called in the state of Andhra Pradesh?