Skip to content
/ gnb Public

Genetically-picked weights for Naive Bayes

0 stars 0 forks Branches Tags Activity
Star
Notifications You must be signed in to change notification settings

tanmaik/gnb

BranchesTags

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

22 Commits
.gitignore
.gitignore
 
 
Correlation_Naive.py
Correlation_Naive.py
 
 
Correlation_based_improved.py
Correlation_based_improved.py
 
 
Gradient.py
Gradient.py
 
 
Kullbach.py
Kullbach.py
 
 
Kullbach_naive.py
Kullbach_naive.py
 
 
Kullbach_weights.txt
Kullbach_weights.txt
 
 
README.md
README.md
 
 
correlation_weights.txt
correlation_weights.txt
 
 
credit_approved.csv
credit_approved.csv
 
 
credit_approved_headings.csv
credit_approved_headings.csv
 
 
final_dataset_genetic copy.csv
final_dataset_genetic copy.csv
 
 
final_dataset_genetic.csv
final_dataset_genetic.csv
 
 
genetic.py
genetic.py
 
 
griff_bayes.py
griff_bayes.py
 
 
initializer.py
initializer.py
 
 
naive.py
naive.py
 
 
naivelibrary.py
naivelibrary.py
 
 
test.py
test.py
 
 
testing.arff
testing.arff
 
 
training.arff
training.arff
 
 
undiscretized.csv
undiscretized.csv
 
 

Repository files navigation

Credit Approval Ratings dataset legend

Headers

Explanatory

  1. Age
  2. Debt
  3. Married
  4. BankCustomer
  5. Industry
  6. Ethnicity
  7. YearsEmployed
  8. PriorDefault
  9. Employed
  10. Credit Score
  11. DriversLicense
  12. Citizen
  13. Income

Response

Approved

Features Key (for categorical data)

Gender

  1. Female
  2. Male

Married

  1. Single/Divorced
  2. Married

BankCustomer

  1. No account
  2. Has account

Industry

  1. Industrials
  2. Materials
  3. CommunicationServices
  4. Transport
  5. InformationTechnology
  6. Financials
  7. Energy
  8. Real Estate
  9. Utilities
  10. ConsumerDiscretionary
  11. Education
  12. ConsumerStaples
  13. Healthcare
  14. Research

Ethnicity

  1. White
  2. Black
  3. Asian
  4. Latino
  5. Other

Prior Default

  1. No prior default
  2. Prior default

Employed

  1. Not employed
  2. Employed

Driver's License

  1. No license
  2. License

Citizen

  1. ByBirth
  2. ByOtherMeans
  3. Temporary

Approved

  1. Not approved
  2. Approved

About

Genetically-picked weights for Naive Bayes

Resources

Readme
Activity

Stars

0 stars

Watchers

1 watching

Forks

0 forks
Report repository

Releases

No releases published

Packages

No packages published

Languages