Numeric Prediction Task
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A Numeric Prediction Task is a prediction task that predicts numeric values.
- Context:
- Input: a data item.
- output: one or more number values.
- measures: MSE, RMSE, ...
- It can range from being a Uni-Target Numeric Prediction Task to being a Multi-Target Numeric Prediction Task, depending on the number of numeric outputs,.
- It can range from being a Simple-Input Numeric Prediction Task to being a Complex-Input Numeric Prediction Task, depending on the complexity of the input item.
- It can range from being a Model-based Numeric Prediction Task to being ...
- It can range from being a Manual Numeric Prediction Task to being an Automated Numeric Prediction Task.
- It can range from being a Heuristic Numeric Prediction Task to being a Data-Driven Numeric Prediction Task (such as a supervised numeric prediction), depending on whether some uncertainty is allowed in the decision.
- It can range from being a Probabilistic Numeric Prediction Task to being ...
- It can range from being a Batch Numeric Prediction Task to being an Online Numeric Prediction Task.
- It can be solved by a Numeric Prediction System (that implements a numeric prediction algorithm).
- It can be instantiated as a Numeric Prediction Act.
- Example(s):
- …
- Counter-Example(s):
- See: Data-Driven Numeric Prediction Task.