Machine Learning-Based Facial Beauty Prediction and Analysis of Frontal Facial Images Using Facial Landmarks and Traditional Image Descriptors

<div>Ablation study of the metrics of FS for the various models. (a) Ablation Study of Correlation for LR, KNN, RF, and ANN. (b) Ablation studies of R2 Score for LR, KNN, RF, and ANN. (c) Ablation studies of MSE for LR, KNN, RF, and ANN. (d) Ablation studies of MAE for LR, KNN, RF, and ANN.</div>

Computational Intelligence and Neuroscience

fig6

Figure 6

Figure 6: Machine Learning-Based Facial Beauty Prediction and Analysis of Frontal Facial Images Using Facial Landmarks and Traditional Image Descriptors 

Figure 6 | Machine Learning-Based Facial Beauty Prediction and Analysis of Frontal Facial Images Using Facial Landmarks and Traditional Image Descriptors 