Big-data asset assessment method
A technology for asset evaluation and data quality evaluation, applied in the field of data asset evaluation, can solve problems such as analysis results that are out of reality, vaguely regarded as one category, and data asset value definitions are not uniform, etc.
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[0137] The present invention will be further described below in conjunction with the accompanying drawings and embodiments.
[0138] The method for assessing big data assets in this embodiment includes:
[0139] 1. Data quality assessment, including:
[0140] 1. Calculation of data accuracy rate, data accuracy rate describes whether the data is consistent with the characteristics of the corresponding objective entity;
[0141] Firstly, the training set, test set and accuracy prediction set are obtained by sampling from the data table, each time for a predictable attribute f in the training set, set it as a class label, train a classifier, and perform performance evaluation through the test set Detection; then use this classifier to predict the value of the attribute f of each tuple in the prediction set, and the predicted value is consistent with the actual value. For numerical attributes, if the difference does not exceed a certain threshold, the attribute value is considere...
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