feat(model): Add linearsvc agent

[its-sushant]

Description

Added a agent for Linear Support vector machine model.

Files

• agents/linearsvc.py (Python file to run linearsvc model)

How to use

• Running linearsvc agent atarashi -a linearsvc /path/to/file.c

• Checking accuracy using evaluator.py python3 path/to/evaluator.py -a linearsvc

Accuracy

The accuracy score that has been tested using evaluator.py is 63%

CC: @hastagAB @Kaushl2208 @GMishx @ag4ums @vasudevmaduri

[amanjain97]

@hastagAB I think all PRs should have sphinx updates in them included or have we added this to github workflows ?

[Kaushl2208]

Tested the PR, Changes seems to be working :)

A small thing that we can look at a warning that popped up due to the change in version for unpickling the file with different versions:

You can read about it from here: https://scikit-learn.org/stable/model_persistence.html#security-maintainability-limitations

Comments? @its-sushant @hastagAB @GMishx

[Kaushl2208]

Tested the PR, Changes seems to be working :)

A small thing that we can look at a warning that popped up due to the change in version for unpickling the file with different versions:

You can read about it from here: https://scikit-learn.org/stable/model_persistence.html#security-maintainability-limitations

Comments? @its-sushant @hastagAB @GMishx

Is it happening because of old version of linearsvc being used in linearsvc>=0.1.1 ??

Please try fixing it to a working version using linearsvc==0.1.1 so pickling and unpickling does not cause issues.

[its-sushant]

Tested the PR, Changes seems to be working :) A small thing that we can look at a warning that popped up due to the change in version for unpickling the file with different versions: You can read about it from here: https://scikit-learn.org/stable/model_persistence.html#security-maintainability-limitations Comments? @its-sushant @hastagAB @GMishx

Is it happening because of old version of linearsvc being used in linearsvc>=0.1.1 ??

Please try fixing it to a working version using linearsvc==0.1.1 so pickling and unpickling does not cause issues.

@Kaushl2208 Actually the model has been trained on sklearn==1.0.2 and atarashi uses the updated version, that's why it is showing some warning. I need to train the model again with sklearn==1.1.1 then I guess the warning will be gone.