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- Imputer Description: An imputer is a transformer used in data preprocessing to fill in missing values in a dataset. The presence of incomplete data is a(...) Read more
- Incremental PCA Description: Incremental PCA, or Incremental Principal Component Analysis, is a variant of traditional PCA that allows for the incremental(...) Read more
- Imbalanced-learn Description: Imbalanced-learn is a Python package specifically designed to address the problem of imbalanced datasets, which is common in the(...) Read more
- Inverse transform Description: Inverse transformation is the process of converting data that has been previously transformed back to its original form. This(...) Read more
- Independent Component Analysis Description: Independent Component Analysis (ICA) is a computational method used to separate a multivariate signal into additive and independent(...) Read more
- Interactivity design Description: Interactive design refers to the creation of interactive systems that allow users to actively participate in their experience. This(...) Read more
- Incorporated methods Description: Incorporated methods are techniques that are integrated within a larger framework or system, allowing for smooth and efficient(...) Read more
- Intra-class Correlation Description: The Intraclass Correlation Coefficient (ICC) is a statistic used to assess the reliability of measurements or ratings in situations(...) Read more
- Intention-to-treat Analysis Description: The Intention-to-Treat (ITT) analysis is a statistical strategy used in randomized controlled trials (RCTs) to assess the(...) Read more
- Inferential Model Description: The inferential model is a statistical approach that allows conclusions to be drawn about a population based on a representative(...) Read more
- Intervention Study Description: Intervention studies are a type of research focused on evaluating the effects of a specific intervention on a particular outcome.(...) Read more
- Inter-rater Reliability Description: Inter-rater reliability refers to the degree of agreement between two or more evaluators or judges assessing the same phenomenon,(...) Read more
- Input Variable Description: An input variable is a fundamental concept in applied statistics that refers to any characteristic, measurement, or attribute used(...) Read more
- Infographic Description: An infographic is a visual representation of information or data, designed to present complex information quickly and clearly. It(...) Read more
- Infographic Design Description: Infographic design is the process of creating visual representations of data and information, combining graphic and textual(...) Read more
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