Model Components
Predictive Model
Predictive models use statistical or ML techniques to forecast outcomes based on input features. Regression models predict continuous values; classification models predict categories; time series models predict future data points. They form the backbone of business analytics and decision support systems.
In AI, every language model is a predictive model: it predicts the most probable next token given a context. The quality of these predictions determines the quality of generated text.
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Related Terms
Core Concepts
Machine Learning
Getting computers to learn from data and improve at tasks without explicit programming.
Model Components
Language Model
AI system that assigns probabilities to sequences of words and can generate coherent text.
Techniques & Methods
Inference
Using a trained AI model to generate predictions or responses on new, unseen data.
Core Concepts
Supervised Learning
Models trained on labeled data, learning to predict outcomes from inputs.