Confidence Intervals for the Model Performance Metrics Under the Imbalanced Classification: Evaluating SMOTE's Impact on Metrics' Reliability.

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Title: Confidence Intervals for the Model Performance Metrics Under the Imbalanced Classification: Evaluating SMOTE's Impact on Metrics' Reliability.
Authors: Festa, Yury1, Penikas, Henry2, penikas@gmail.com
Source: Model Assisted Statistics & Applications; Aug2025, Vol. 20 Issue 3, p208-219, 12p
Database: Applied Science & Technology Source
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  Data: Confidence Intervals for the Model Performance Metrics Under the Imbalanced Classification: Evaluating SMOTE's Impact on Metrics' Reliability.
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  Data: <searchLink fieldCode="AU" term="%22Festa%2C+Yury%22">Festa, Yury</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Penikas%2C+Henry%22">Penikas, Henry</searchLink><relatesTo>2</relatesTo>, <i>penikas@gmail.com</i>
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PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=186747408
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        Value: 10.1177/15741699251350368
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        Text: English
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      – TitleFull: Confidence Intervals for the Model Performance Metrics Under the Imbalanced Classification: Evaluating SMOTE's Impact on Metrics' Reliability.
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              Text: Aug2025
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