JEE Exam  >  JEE Videos  >  Mathematics (Maths) Class 12  >  Introduction to Area Under the Curve

Introduction to Area Under the Curve Video Lecture | Mathematics (Maths) Class 12 - JEE

204 videos|290 docs|139 tests

Top Courses for JEE

FAQs on Introduction to Area Under the Curve Video Lecture - Mathematics (Maths) Class 12 - JEE

1. What is the area under the curve?
Ans. The area under the curve refers to the area enclosed between a curve and the x-axis on a graph. It is commonly used in mathematics, statistics, and data analysis to measure the cumulative effect of a variable or function.
2. How is the area under the curve calculated?
Ans. The area under the curve can be calculated using various methods, depending on the type of curve and the available data. One common method is to approximate the area using numerical integration techniques, such as the trapezoidal rule or Simpson's rule. These methods divide the area into smaller trapezoids or curves, and then sum up their individual areas to estimate the total area under the curve.
3. What does the area under the curve represent in statistics?
Ans. In statistics, the area under the curve represents the cumulative probability distribution function (CDF) of a random variable. It provides a measure of the likelihood of a particular value or range of values occurring. The total area under the curve is equal to 1, which means that the probability of any value falling within the range of the variable is 1.
4. How is the area under the curve used in machine learning?
Ans. In machine learning, the area under the curve (AUC) is a common metric used to evaluate the performance of classification models. It measures the model's ability to distinguish between positive and negative classes by calculating the area under the receiver operating characteristic (ROC) curve. A higher AUC value indicates a better model performance in terms of classification accuracy.
5. Can the area under the curve be negative?
Ans. No, the area under the curve cannot be negative. The area enclosed between a curve and the x-axis is always a positive value or zero. Negative values do not make sense in the context of the area under the curve as it represents a measure of accumulated values or probabilities.
Explore Courses for JEE exam
Signup for Free!
Signup to see your scores go up within 7 days! Learn & Practice with 1000+ FREE Notes, Videos & Tests.
10M+ students study on EduRev
Related Searches

Semester Notes

,

Free

,

Important questions

,

Introduction to Area Under the Curve Video Lecture | Mathematics (Maths) Class 12 - JEE

,

study material

,

video lectures

,

Introduction to Area Under the Curve Video Lecture | Mathematics (Maths) Class 12 - JEE

,

Introduction to Area Under the Curve Video Lecture | Mathematics (Maths) Class 12 - JEE

,

Objective type Questions

,

Exam

,

pdf

,

Summary

,

mock tests for examination

,

Previous Year Questions with Solutions

,

Viva Questions

,

ppt

,

MCQs

,

Extra Questions

,

past year papers

,

practice quizzes

,

shortcuts and tricks

,

Sample Paper

;