supervised

Vocabulary Word

Definition
'Supervised' goes beyond just watching, it includes directing and assisting in someone's efforts. Like when a chef supervises an apprentice: he's providing guidance, watching for errors, and correcting techniques.
Examples in Different Contexts
In impact assessment, 'supervised' learning aids in developing models to evaluate program outcomes. An evaluator might observe, 'Employing supervised learning techniques enables us to assess the effectiveness of our interventions more accurately and refine our strategies accordingly.'
Practice Scenarios
Business

Scenario:

This project is quite crucial for our company's reputation. We need to ensure it's handled with utmost precision.

Response:

Absolutely. Someone experienced should supervise this project to ensure a top-notch quality.

Tech

Scenario:

Our model isn't performing as expected. We may need to rethink our training process to get better results.

Response:

Agreed. Should we use supervised learning methods to train our model for better predictions?

Related Words
resamplingregressionregularizationstochasticpredictionsyntheticvariancemachine-learning