Polynomial Regression
Polynomial regression is a type of regression analysis in which the relationship between the independent variable x and the dependent variable y is modeled as an nth degree polynomial. It is a form of nonlinear regression that allows for more complex relationships between the variables. Polynomial regression can be used to model a wide range of phenomena, including growth rates, population sizes, and economic trends. The degree of the polynomial can be chosen based on the complexity of the relationship between the variables and the amount of data available. Higher degree polynomials can fit the data more closely, but may also overfit the data and lead to poor generalization to new data. Polynomial regression can be performed using various optimization techniques, such as least squares or gradient descent.
Your Previous Searches
Random Picks
- Biases: In data science, biases refer to the systematic errors that can occur during data collection, analysis, and interpretation, leading to inaccurate or unfair results. Biases can be introduced by various factors, such as the selection of the s ... Read More >>
- Generalization: In the context of data science and artificial intelligence, generalization refers to the ability of a model to perform well on new, unseen data that was not used during the training phase. A model that is able to generalize well has learned ... Read More >>
- Distributed System: A distributed system is a collection of autonomous computers that communicate with each other in order to achieve a common goal. In a distributed system, each computer is responsible for a specific task and works in conjunction with other c ... Read More >>
Top News
Tech giants see emissions surge 150 percent in 3 years amid AI boom: UN...
Artificial intelligence, cloud computing and data centres led to a spike in electricity demand between 2020 and 2023....
News Source: Al Jazeera English on 2025-06-06
‘Ghost networks' are harming patients, but attempts to eliminate them have fal...
Insurance companies often refer patients to lists of providers who are unreachable, out of network or don’t accept new patients....
News Source: NBC News on 2025-06-05
Palantir CEO Karp says AI is dangerous and 'either we win or China will win'...
Palantir CEO Alex Karp said the artificial intelligence arms race between the U.S. and China will culminate in one country coming out on top....
News Source: NBC News on 2025-06-05
Palantir has soared 74% this year alone. 3 reasons why it's been one of the worl...
Palantir was the second-most bought stock among retail traders in the last five days, according to a firm that tracks flows from individual investors....
News Source: Business Insider on 2025-06-05
Harris-Walz campaign may have been targeted by iPhone hackers, cybersecurity fir...
One of the few companies to specialize in iPhone cybersecurity said that it has uncovered evidence of a potentially groundbreaking hacking campaign....
News Source: NBC News on 2025-06-05