building-classification-models

Builds and deploys classification models with automated code generation and evaluation.

• Automates classification model creation from datasets.
• Generates training and evaluation code for classification tasks.
• Provides performance insights and model recommendations.
• Integrates with classification-model-builder plugin

• Analyzes context to identify dataset and target variable.
• Generates code for data preprocessing and model training.
• Includes hyperparameter tuning and model selection.
• Evaluates model performance with key metrics.
• Provides actionable insights and suggestions for improvement.
• Supports integration with data analysis and visualization plugins.

1. 1.Identify the dataset and target variable in the request.
2. 2.Initiate model generation via user request or dataset input.
3. 3.Receive generated code and performance metrics.
4. 4.Review and adjust model parameters as needed.
5. 5.Use insights to refine or improve model performance.