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Core Concepts#

In this section, we explore Kolena's core concepts, focusing on the key features that facilitate model evaluation and testing. For a quick overview, refer to the Quickstart Guide.

  • Dataset

    A Dataset represents a structured assembly of datapoints, essential for model evaluation. Each datapoint within a dataset combines various data types, such as images or text, traditionally segmented into test samples and metadata.

  • Quality Standard

    A Quality Standard tracks a standardized process for how a team evaluates a model's performance on a dataset. Users may configure quality standards in Kolena Datasets by defining Test Cases and Metrics.