Data & Features
Dataset
A collection of data examples used for training, validating, or testing machine learning models.
Related Concepts
- Training Data: Explore how Training Data relates to Dataset
- Test Set: Explore how Test Set relates to Dataset
- Validation Set: Explore how Validation Set relates to Dataset
Why It Matters
Understanding Dataset is crucial for anyone working with data & features. This concept helps build a foundation for more advanced topics in AI and machine learning.
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This term is part of the comprehensive AI/ML glossary. Explore related terms to deepen your understanding of this interconnected field.
Tags
data-features training-data test-set validation-set
Related Terms
Test Set
A final portion of data unseen during training and validation, used for unbiased evaluation of model performance.
Training Data
The portion of a dataset used to train a model by adjusting its parameters to minimize loss.
Validation Set
A portion of data held out from training, used to tune hyperparameters and monitor overfitting.