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Examining characteristics of predictive models with imbalanced big data

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Figure

Fig. 1 (Feature Importance (FI) scores): This figure shows the FI scores (scaled between 0 and 1) generated for both original datasets
Table 2 Generated sampled sizes with RUS
Table 3 Empirical results
Fig. 2 (Distributions and Feature Selection scores): Average scores are shown on this figure for each dataset, sampling ratio distribution, and learner
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