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  1. Ignite
  2. IGNITE-12156

[ML] Add meta information to models

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    Details

    • Type: Improvement
    • Status: Open
    • Priority: Major
    • Resolution: Unresolved
    • Affects Version/s: None
    • Fix Version/s: 3.0
    • Component/s: ml
    • Labels:
      None
    • Ignite Flags:
      Docs Required, Release Notes Required

      Description

      Current models don't contain any information about their learning process or a features meta-information or information about the type of model (for example RegressionTree doesn't differ from ClassificationTree in the interface). It leads to extra work in other APIs. For example, we cannot define automatically set of metrics for a user-passed model in Evaluator.

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              • Assignee:
                zaleslaw Alexey Zinoviev
                Reporter:
                aplatonov Alexey Platonov
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                • Created:
                  Updated: