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. 2024 Dec 28;14:31104. doi: 10.1038/s41598-024-82299-6

Table 2.

ASD detection outcome of FTLDA-AASDDC technique with various epochs.

Class Accuy Precn Recal FScore AUCScore
Epoch − 500
Autistic 95.25 99.48 95.25 97.32 97.38
Non-Autistic 99.50 95.44 99.50 97.43 97.38
Average 97.38 97.46 97.38 97.37 97.38
Epoch − 1000
Autistic 95.08 99.39 95.08 97.19 97.25
Non-Autistic 99.42 95.29 99.42 97.31 97.25
Average 97.25 97.34 97.25 97.25 97.25
Epoch − 1500
Autistic 94.58 99.39 94.58 96.93 97.00
Non-Autistic 99.42 94.83 99.42 97.07 97.00
Average 97.00 97.11 97.00 97.00 97.00
Epoch − 2000
Autistic 95.58 99.39 95.58 97.45 97.50
Non-Autistic 99.42 95.75 99.42 97.55 97.50
Average 97.50 97.57 97.50 97.50 97.50
Epoch − 2500
Autistic 94.33 99.04 94.33 96.63 96.71
Non-Autistic 99.08 94.59 99.08 96.78 96.71
Average 96.71 96.81 96.71 96.71 96.71
Epoch − 3000
Autistic 92.75 99.46 92.75 95.99 96.12
Non-Autistic 99.50 93.21 99.50 96.25 96.12
Average 96.12 96.34 96.12 96.12 96.12