Update run.py

[Aryan-Rajesh-Python]

Key Advanced Improvements
Cross-Validation and Model Selection:

Implemented a method to split the data into training and test sets, ensuring that the model's performance can be evaluated on unseen data. Logging:

Added logging statements to track the loading of data, errors, and the safety check results. This is useful for debugging and understanding the flow of execution. Visualization:

Added a plotting function to visualize the predicted vs. actual user counts, helping to understand the model's performance visually. Modularization:

Split the code into smaller functions for better readability and maintainability, making it easier to test individual components. Enhanced Exception Handling:

Improved exception handling for loading data, making it robust against common file issues. Pipeline and Hyperparameter Tuning:

While the code uses simpler models for demonstration, integrating GridSearchCV into the support vector regressor can optimize parameters. You can implement this based on your specific needs.

Describe your change:

• Add an algorithm?
• Fix a bug or typo in an existing algorithm?
• Add or change doctests? -- Note: Please avoid changing both code and tests in a single pull request.
• Documentation change?

Checklist:

• I have read CONTRIBUTING.md.
• This pull request is all my own work -- I have not plagiarized.
• I know that pull requests will not be merged if they fail the automated tests.
• This PR only changes one algorithm file. To ease review, please open separate PRs for separate algorithms.
• All new Python files are placed inside an existing directory.
• All filenames are in all lowercase characters with no spaces or dashes.
• All functions and variable names follow Python naming conventions.
• All function parameters and return values are annotated with Python type hints.
• All functions have doctests that pass the automated testing.
• All new algorithms include at least one URL that points to Wikipedia or another similar explanation.
• If this pull request resolves one or more open issues then the description above includes the issue number(s) with a closing keyword: "Fixes #ISSUE-NUMBER".

[algorithms-keeper]

Closing this pull request as invalid

@Aryan-Rajesh-Python, this pull request is being closed as none of the checkboxes have been marked. It is important that you go through the checklist and mark the ones relevant to this pull request. Please read the Contributing guidelines.

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