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Optical character recognition (OCR): Configure the choice and options for finding text contained in photographs all through advanced indexing.

The new circumstances are not merely copies of present minority cases. Alternatively, the algorithm takes samples of your feature space

Intent group granularity: Pick Minimal, Medium, or Substantial inside the checklist. If you choose reduced, less intent groups are created, and vice versa occurs if you select high. If you select Medium, the procedure creates a well balanced number of intent teams between small and higher.

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SMOTE takes all the dataset as an input, but it really will increase The proportion of just the minority cases. As an example, suppose you might have an imbalanced dataset exactly where just one per cent on the cases possess the target price A (the minority class), and 99 percent of your cases have the worth B.

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