Task2 done #32
Open
Task2 done #32
Conversation
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
|
The algorithm is correctly implemented. However, before performing gradient descent you should also preprocess the dataset by one-hot encoding categorical features and scaling the numerical features such that their mean is 0 and variance is 1(Standard scaling). This can improve the accuracy drastically. Even if you don't do ohe, scaling is still necessary to prevent weights from going to infinity. Also for box plots what we would like to do is make the plots between categorical features against the label that we are trying to predict. This would be better in drawing inferences. |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
No description provided.