Supervised

Definitions

1. Describing learning that uses labeled examples or explicit targets to teach a model the desired mapping from inputs to outputs. Supervised methods remain common in classification, extraction, and many fine-tuning workflows.

   In plain English: Learned using labeled examples with known target outputs.

   Example: "The team started with supervised training on labeled support tickets before experimenting with reinforcement learning."

Related Terms

• Upskilling
• Few-Shot
• Interactive Learning
• Knowledge Cutoff
• Passive Learning
• Safety Training
• Self-Supervised
• Training Budget
• Training Config
• Training Efficiency
• Training Infrastructure
• Training Loss
• Training Objective
• Training Pipeline
• Training Schedule
• Training Strategy
• Warm Start