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Table 4 Data distribution

From: An investigation of privacy preservation in deep learning-based eye-tracking

 

Train

Valid

Test

Number of records

 Total

242

170

198

 Yinstance = 1a

140

73

93

 Yperson = 1b

159

87

114

Number of frames

 Total

83477

66755

73857

 Yinstance = 1

46515

30072

35999

 Yperson = 1

50654

32950

41456

  1. aThe labels are set to 1 if the recording was used in the target network’s training.
  2. bThe labels are set to 1 if at least one recording of the person was used in the target network’s training
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BioMedical Engineering OnLine

ISSN: 1475-925X

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