MACHINE LEARNING PIPELINE
A tool for probing a machine learning pipeline, wherein each pipeline stage performs a respective mapping of a respective input state to a respective output state, and each but the last provides its output state on to the input state to a respective successive stage in the pipeline. At least one pip...
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| Hauptverfasser: | , , |
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| Format: | Patent |
| Sprache: | eng ; fre ; ger |
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| Zusammenfassung: | A tool for probing a machine learning pipeline, wherein each pipeline stage performs a respective mapping of a respective input state to a respective output state, and each but the last provides its output state on to the input state to a respective successive stage in the pipeline. At least one pipeline stage has one or more adjustable parameters which affect the respective mapping. The tool comprises: a data interface for reading probed pipeline data from the pipeline, the probed data comprising at least some of the output state of at least one pipeline stage; and a user interface module configured to present information on the probed pipeline data to a user through a user interface, and to provide at least one user interface control enabling the user to adjust one or more parameters of at least one of the stages in the pipeline based on the presented information. |
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