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Table 4 AUCs obtained in replication experiment. The values are expressed as average ± standard deviation. Abbreviations: NN, Neural Networks; SVM, Support Vector Machine

From: Computer-aided autism diagnosis using visual attention models and eye-tracking: replication and improvement proposal

Feature Selection

NN

SVM

All

0.67 ± 0.068

0.60 ± 0.028

Fixeda

0.71 ± 0.031

0.54 ± 0.046

Relief

0.61 ± 0.064

0.55 ± 0.105

Genetic Algorithm

0.64 ± 0.083

0.55 ± 0.074

  1. a represents the same features used in the best result described by Oliveira et al., 2021
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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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