Machine Learning and Explainable AI (SHAP, LIME)

Predictive models with validation, tuning and SHAP or LIME explanations for a methods and results section.

What you get:
- Basic: Data preprocessing and baseline model; Cross-validation and metrics table
- Standard: everything in Basic plus Hyperparameter tuning; SHAP and LIME explanation plots
- Premium: everything in Standard plus Feature importance analysis; Draft method and results sections

What to provide when ordering:
- Data file (Excel, CSV or SPSS)
- Research questions, model and hypotheses
- Purpose and a short brief of what you need
- Required deadline

Limits and responsibilities:
- Large data and heavy jobs must be run and verified on your own computer or server
- Remove personally identifying information from data before submitting

After ordering, submit the required details and files in the My Services section of your account. Delivery files appear there when the work is done, and you can request revisions if needed.

• Delivery on time
• Direct messaging
• Confidentiality assured