Table 2 Evaluation metrics for the models considered
From: Machine learning for distinguishing saudi children with and without autism via eye-tracking data
Model | Accuracy | Precision | Recall | F1 |
|---|---|---|---|---|
Logistic regression | 0.59 ± 0.13 | 0.66 ± 0.17 | 0.65 ± 0.16 | 0.65 ± 0.15 |
SVM | 0.61 ± 0.09 | 0.66 ± 0.15 | 0.80 ± 0.12 | 0.71 ± 0.09 |
Random forest | 0.76 ± 0.08 | 0.78 ± 0.13 | 0.84 ± 0.07 | 0.80 ± 0.09 |
LSTM | 0.75 ± 0.15 | 0.60 ± 0.32 | 0.80 ± 0.39 | 0.68 ± 0.34 |