Answered step by step
Verified Expert Solution
Question
1 Approved Answer
9-fold cross-validation was performed on a dataset of 144 points to assess various k values for a k-nearest neighbors algorithm. The various error rates and
9-fold cross-validation was performed on a dataset of 144 points to assess various k values for a k-nearest neighbors algorithm. The various error rates and accuracy levels are summarized in the table below.
k | Error+Rate | Accuracy |
1 | 0.3595 | 0.6405 |
2 | 0.1756 | 0.8244 |
3 | 0.5717 | 0.4283 |
4 | 0.3905 | 0.6095 |
5 | 0.2878 | 0.7122 |
6 | 0.5372 | 0.4628 |
7 | 0.0529 | 0.9471 |
8 | 0.2762 | 0.7238 |
9 | 0.2332 | 0.7668 |
What is the optimal k value based on the 9-fold cross-validation results?
Step by Step Solution
There are 3 Steps involved in it
Step: 1
Get Instant Access to Expert-Tailored Solutions
See step-by-step solutions with expert insights and AI powered tools for academic success
Step: 2
Step: 3
Ace Your Homework with AI
Get the answers you need in no time with our AI-driven, step-by-step assistance
Get Started