Top Machine Learning Model Validation Techniques
Machine learning model validation service to check and validate the accuracy of model prediction. Cogito offers ML validation services for all types of machine learning models developed on AI-based technology. It has highly skilled and experienced machine learning engineers to validate the ML models and make sure the predictions should be accurate. It is doing this job manually by team of annotators using the various model validation methods.
ML Validation Techniques Used by Cogito:
ML Validation Techniques Used by Cogito:
- ML Model Validation by Humans
- Holdout Set Validation Method
- Cross-Validation Method for Models
- Leave-One-Out Cross-Validation
- Random Subsampling Validation
- Teach and Test Method
- Bootstrapping ML Validation Method
- Running AI Model Simulations
- Overriding Mechanism Method