Systems and methods for mining model accuracy display for multiple state prediction

Systems and methods for mining model accuracy display for multiple state prediction

The present invention relates to systems and methods for evaluating and displaying the reliability of a data mining model which predicts the state of a variable with multiple possible states. More particularly, the present invention relates to systems and methods for displaying the accuracy of one o...

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Hauptverfasser: Tang, Zhaohui, Kim, Pyungchul
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creator Tang, Zhaohui
Kim, Pyungchul
description The present invention relates to systems and methods for evaluating and displaying the reliability of a data mining model which predicts the state of a variable with multiple possible states. More particularly, the present invention relates to systems and methods for displaying the accuracy of one or more predictive models in a data mining context. Systems and methods are provided for producing a mining model accuracy display that depicts the model's accuracy at predicting a state for a multiple-state variable. The model predicts a state and provides an associated probability for each case. Points are graphed such that one coordinate of the data point corresponds to a number N of cases and the other coordinate corresponds to the number of correct predictions made in the top N cases by probability.
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title Systems and methods for mining model accuracy display for multiple state prediction
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