Testing Plan 

|

|-- Unit Testing

|   |-- Function Tests

|   |-- Data Loading and Processing Tests

|   `-- Model Input/Output Tests

|

|-- Integration Testing

|   |-- Data Pipeline Test

|   |-- Model Training Process Test

|   `-- End-to-End Workflow Test

|

|-- Performance Testing

|   |-- Model Accuracy Test

|   |-- Speed and Efficiency Test

|   `-- Scenario-based Test

|

|-- Validation Testing

|   |-- Cross-Validation

|   |-- External Dataset Test

|   `-- Known Outcome Validation

|

|-- Regression Testing

|   |-- Post-Modification Test

|   |-- Continuous Integration Testing

|   `-- Continuous Testing in Development Cycle

|

`-- User Acceptance Testing (UAT)

    |-- Domain Expert Review

    |-- Real-World Scenario Testing

    `-- Stakeholder Feedback