Research Article

Jellyfish Search-Optimized Deep Learning for Compressive Strength Prediction in Images of Ready-Mixed Concrete

Table 16

Results of the order importance analysis of the image-like dataset.

Image pixel orientationType of pixel orderMAPE (%)RMSE (kgf/cm2)MAE (kgf/cm2)

Original orderRandom arrangement11.544358.434645.8917
Correlated orderDescending by correlated values12.083161.343548.1922
Descending by absolute correlated values12.588864.503750.7435