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Improved resampling algorithm through a modified oversampling approach based on spectral clustering and SMOTE |
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| Authors: | Jadwal Pankaj Kumar Jain Sonal Pathak Sunil Agarwal Basant |
| Affiliation: | 1.Department of Computer Science and Engineering, JK Lakshmipat University, Jaipur, Rajasthan, India ;2.Department of Computer Science and Engineering, Amity University Rajasthan, Jaipur, Rajasthan, India ;3.Department of Computer Science and Engineering, IIIT Kota, MNIT Campus, Jaipur, Rajasthan, India ; |
| Abstract: | Microsystem Technologies - Generation of optimal results from class imbalanced datasets is crucial for supervised machine learning models. Predictive outcomes obtained from such models are biased... |
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