Answered step by step
Verified Expert Solution
Question
1 Approved Answer
Linear discriminant analysis Model results. accuracy: 71.11% true Moderate true Mild true No Damage true Severe class precision pred. Moderate 29 5 0 5 74.36%
Linear discriminant analysis Model results.
accuracy: 71.11%
true Moderate | true Mild | true No Damage | true Severe | class precision | |
pred. Moderate | 29 | 5 | 0 | 5 | 74.36% |
pred. Mild | 0 | 0 | 1 | 0 | 0.00% |
pred. No Damage | 0 | 2 | 3 | 0 | 60.00% |
pred. Severe | 0 | 0 | 0 | 0 | 0.00% |
class recall | 100.00% | 0.00% | 75.00% | 0.00% |
k-Nearest Neighbors model results.
accuracy: 88.89%
true Moderate | true Mild | true No Damage | true Severe | class precision | |
pred. Moderate | 28 | 0 | 0 | 1 | 96.55% |
pred. Mild | 0 | 6 | 2 | 0 | 75.00% |
pred. No Damage | 0 | 1 | 2 | 0 | 66.67% |
pred. Severe | 1 | 0 | 0 | 4 | 80.00% |
class recall | 96.55% | 85.71% | 50.00% | 80.00% |
Nave Bayes model results
accuracy: 51.11%
true Moderate | true Mild | true No Damage | true Severe | class precision | |
pred. Moderate | 12 | 0 | 1 | 1 | 85.71% |
pred. Mild | 12 | 5 | 1 | 0 | 27.78% |
pred. No Damage | 0 | 2 | 2 | 0 | 50.00% |
pred. Severe | 5 | 0 | 0 | 4 | 44.44% |
class recall | 41.38% | 71.43% | 50.00% | 80.00% |
Based on the information above
- Interpret the accuracy of each model.
- Which of the models is the best based on accuracy?
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