8 items found

Groups: Explainable Machine Learning

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  • SoBigData.eu: Method

    LORE

    The recent years have witnessed the rise of accurate but obscure decision systems which hide the logic of their internal decision processes to the users. The lack of...
    • python
      The resource: 'LORE code' is not accessible as guest user. You must login to access it!
  • SoBigData.eu: Method

    MARLENA

    MARLENA is novel technique able to explain the reasons behind any black-box multi-label classifier decision. It will generate an explanation in the form of a decision rule....
    • python
      The resource: 'Marlena code' is not accessible as guest user. You must login to access it!
  • SoBigData.eu: Dataset

    Yeast

    The yeast dataset is a collection of yeast microarray expressions and phylogenetic profiles which can be used to learn the yeast gene functional categories. One row of this...
    • arff
      The resource: 'Yeast Dataset' is not accessible as guest user. You must login to access it!
  • SoBigData.eu: Dataset

    Medical Dataset

    The medical dataset contains a corpus of fully anonymized clinical text. Each document in the corpus is associated with a set of ICD-9 codes which represents the diagnosis...
    • ZIP
      The resource: 'Medical Dataset' is not accessible as guest user. You must login to access it!
    • CSV
      The resource: 'Churn Dataset' is not accessible as guest user. You must login to access it!
  • SoBigData.eu: Dataset

    German Credit

    In the german credit dataset each one of the 1,000 persons is classified as a good or bad creditor according to attributes like age, sex, checking_account, credit_amount,...
    • CSV
      The resource: 'German Credit' is not accessible as guest user. You must login to access it!
  • SoBigData.eu: Dataset

    Compas

    The compas dataset contains the features used by the COMPAS algorithm for scoring defendants and their risk (Low, Medium and High), for over $4,000$ individuals. We considered...
    • CSV
      The resource: 'https://www' is not accessible as guest user. You must login to access it!
  • SoBigData.eu: Dataset

    Dataset Adult

    The adult dataset includes $48,842$ instances with demographic information like age, workclass, marital-status, race, capital-loss, capital-gain etc. The income attribute...
    • CSV
      The resource: 'Adult' is not accessible as guest user. You must login to access it!
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