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Table 1 RMSE and accuracy (%) for SVM linear kernel prediction for both left and right hemispheres, computed with both original-graded and thresholded-binary training

From: Technical considerations of a game-theoretical approach for lesion symptom mapping

RMSE-accuracy (%)

Original training

Binary training

Number of useful configurations

Left

Right

Left

Right

Left

Right

First quartile

6.1–57

5.3–51

6.7–32

6.4–48

42

42

Median

5.6–57

5.3–52

5.6–54

6.0–53

37

40

Third quartile

5.6–59

5.4–54

5.5–54

5.5–57

21

24

  1. The individual thresholds used for the binarization are the first (0.25), second (0.5, median) and third (0.75) quartile of the non zero relative lesion size for each VOI