[Feature Request]: Model Behavior Simulation Tool

[sv410]

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Feature Description

Model Behavior Simulation Tool a simulation tool where users can adjust input variables and instantly see how model predictions change in response. This would allow users to “test” their model in different hypothetical scenarios and understand how features interact dynamically.

Use Case

Model Initialization Objective: Ensure the tool loads the selected machine learning model correctly. Steps: Initialize the tool with a specific model (e.g., Random Forest, Logistic Regression). Confirm the model parameters are displayed. Ensure no errors occur during initialization. Expected Outcome: The model loads successfully with its parameters visible.

Benefits

Users can explore how different input features impact the predictions of a machine learning model. It helps identify critical features and understand their influence on model outcomes.

Priority

High

Record

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[github-actions[bot]]

👋 Hello @sv410! Thank you for opening this issue titled "[Feature Request]: Model Behavior Simulation Tool"! We're excited to see your contribution and a maintainer will get back to you shortly 😊!

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Happy coding! 🚀