English
New Course
Concept
Extrapolation Error
Follow
0
Summary
Extrapolation Error
occurs when predictions are made outside the range of observed data, leading to unreliable or
Inaccurate Results
. This is particularly problematic in
Machine Learning
and
Statistical Modeling
, where the
Model's assumptions
may not hold true beyond the
Scope of the training data
.
Concepts
Statistical Inference
Predictive Modeling
Overfitting
Generalization Error
Model Assumptions
Training Data
Interpolation
Bias-Variance Tradeoff
Confidence Interval
Data Distribution
Linear Extrapolation
Polynomial Extrapolation
Relevant Degrees
Probability and Statistics 60%
Computational Mathematics 30%
Applied Computing Techniques 10%
Start Learning Journey
Generate Assignment Link
Lessons
Concepts
Suggested Topics
Foundational Courses
Activity
Your Lessons
Your lessons will appear here when you're logged in.
Log In
Sign up