Editing
MeritBadges/BasicClassifiers
(section)
Jump to navigation
Jump to search
Warning:
You are not logged in. Your IP address will be publicly visible if you make any edits. If you
log in
or
create an account
, your edits will be attributed to your username, along with other benefits.
Anti-spam check. Do
not
fill this in!
== Requirements == # Discuss classifiers, including their inputs, outputs # Describe the strengths and weaknesses of classifiers # Demonstrate an understanding of Naive Bayes classifiers ## Describe the idea of conditional probability ## Demonstrate the derivation of Bayes's Theorem ## Explain how Bayes's Theorem is applied to create a Bayesian classifier ## Demonstrate the creation of data structures appropriate for Naive Bayesian classification given a small sample dataset # Demonstrate an understanding of Support Vector Machines ## Discuss the idea of higher-dimensional feature spaces ## Discuss separability and the challenges it poses ## Discuss separating planes, both verbally and graphically ## Explain the idea and motivation of a maximum margin hyperplane ## Discuss the kernel trick # Demonstrate practical knowledge. The student will provide a training set and a test set. Then, using one of the above techniques, and training only on the training set, they must achieve 80+% accuracy on the test set.
Summary:
Please note that all contributions to Noisebridge are considered to be released under the Creative Commons Attribution-NonCommercial-ShareAlike (see
Noisebridge:Copyrights
for details). If you do not want your writing to be edited mercilessly and redistributed at will, then do not submit it here.
You are also promising us that you wrote this yourself, or copied it from a public domain or similar free resource.
Do not submit copyrighted work without permission!
To protect the wiki against automated edit spam, we kindly ask you to solve the following CAPTCHA:
Cancel
Editing help
(opens in new window)
Navigation menu
Personal tools
Not logged in
Talk
Contributions
Log in
Request account
Namespaces
Page
Discussion
English
Views
Read
Edit
View history
More
Search
Dig in!
Noisebridge
- Status: MOVED
- Donate
- ABOUT
- Accessibility
- Vision
- Blog
Manual
MANUAL
Visitors
Participation
Community Standards
Channels
Operations
Events
EVENTS
Guilds
GUILDS
- Meta
- Electronics
- Fabrication
- Games
- Music
- Library
- Neuro
- Philosophy
- Funding
- Art
- Crypto
- Documentation/Wiki
Wiki
Recent Changes
Random Page
Help
Categories
(Edit)
Tools
What links here
Related changes
Special pages
Page information