1. A machine learning approach that simultaneously learns multiple related regression tasks, sharing representations and knowledge across tasks to improve generalization and performance
Multi-task regression can predict both house prices and construction costs from the same set of features.
A regressão multi-tarefa pode prever tanto preços de casas quanto custos de construção a partir do mesmo conjunto de características.
2. A technique where a single model is trained to output predictions for multiple continuous-valued target variables at once
The network uses multi-task regression to estimate temperature, humidity, and pressure simultaneously.
A rede usa regressão multi-tarefa para estimar temperatura, umidade e pressão simultaneamente.