Open Kaushl2208 opened 4 years ago
@hastagAB @GMishx , I implemented the models command into atarashii.py
but it seems like I am missing something to update somewhere in code.
@GMishx @ag4ums I have run all three models on the Test files and I am attaching the screenshot of the results.
Description
Implementation of Logistic Regression, Multinomial Naive Bayes and Linear SVC on license dataset licenseList.csv. The main purpose of implementing this idea was to plan for a model which can make atarashi faster and more accurate.
Files
How to use?
Test the models
atarashi -a lr_classifier path/to/file
(Logistic Regression)atarashi -a nb_classifier path/to/file
(Multinomial Naive Bayes)atarashi -a svc_classifier path/to/file
(Linear SVC)Train the models (Optional)
python3 atarashi/agents/models/train.py
ToDo
[x] Test working and accuracy of the algorithms using
evaluator.py
[x] proper integration with
atarashii.py
Accuracy Score
Future Scope
CC: @hastagAB @GMishx @ag4ums
Signed off by: Kaushlendra Pratap Singh kaushlendrapratap.9837@gmail.com