Adding Xgboost

[SwarnenduJUIT]

Is your feature request related to a problem? Please describe.
XG boost algorithm might be helpful . XGboost is an boosting algorithm also known as EXTREME GRADIENT BOOSTING. It might be helpful and we can check the model accuracy to verify if it is more helpful than Random Forest or not.

Describe the solution you'd like
We will implement XGboost algorithm and compare the accuracy with the other models especially Random forest.

Describe alternatives you've considered
We can also move to Adaboost to check the accuracy for the model.

Additional context
Boosting models can be really helpful in some cases.

What problem is this feature trying to solve?
Helps to decide the best ml algorithm for the data.

How do we know when the feature is complete?
We will compare the accuracy and present it in the file itself.

[SwarnenduJUIT]

@sanjay-kv assign me this issue and i will look forward to verify that if XGboost would be better option or not .

[SwarnenduJUIT]

@sanjay-kv and @okaditya84 i have asked for the pull request kindly check the code and merge it .

[Pranali3103]

Hi @sanjay-kv ,c an you please assign me this issue !!

[okaditya84]

Hi @sanjay-kv ,c an you please assign me this issue !!

The issue is already assigned. Please brainstorm another.

[Shouryabhardwajj]

I am interested in this issue. Please assign me this