Model-based Supervised Categorical-Value Prediction Task

A Model-based Supervised Categorical-Value Prediction Task is a supervised classification task that is a model-based learning task.

• AKA: Supervised Model-based Classification.
• Context:
  • It can be solved by a Supervised Model-based Classification System (that implements a supervised model-based classification algorithm).
  • It can range from being a Supervised Model-based Uni-Label Classification Task to being a Supervised Model-based Multi-Label Classification Task.
  • It can range from being a Supervised Model-based Binary Classification Task to being a Supervised Model-based Multiclass Classification Task.
  • …
• Example(s):
  • label the colors found in an image based on training data.
  • a Logistic Regression-based Classification Task.
  • “Train a compact predictive model (such as a perceptron model) for the spam prediction task based on labeled learning dataset X”.
  • …
• Counter-Example(s):
  • a Model-free Supervised Classification Task, such as a instance-based classification.
  • a Model-based Supervised Regression Task.
• See: Supervised Classification Task, Classification Model.

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