Welcome to ML LDD’s documentation!
Machine Learning Local Data Dictionary:
- PDS4 Machine Learning Analysis Local Data Dictionary User’s Guide
- Overview of the Machine Learning Analysis Local Data Dictionary
- How to Include the Machine Learning Analysis Local Data Dictionary in a PDS4 Label
- Organization of Classes and Attributes
- Trained_Machine_Learning_Model
- Machine_Learning_Algorithm
- Data_Set
- Performance
- Augmentation_Method
- Augmentation_Method_Parameter
- Optimization_Algorithm
- Optimization_Algorithm_Parameter
- Preprocessing_Method
- Preprocessing_Method_Parameter
- Trained_Model_Hyperparameter
- Trained_Model_Architecture
- Trained_Model_File
- Calibration_Method
- Calibration_Method_Parameter
- Definitions
- Use Case Examples
Indices and tables
Copyright
Copyright 2023, by the California Institute of Technology. ALL RIGHTS RESERVED. United States Government Sponsorship acknowledged. Any commercial use must be negotiated with the Office of Technology Transfer at the California Institute of Technology.