The objective of the research is to estimate value California bearing ratio (CBR) through application ANN. methodology consists creating a database with soil index and CBR variables subgrades granular base pavements in Jaen, Peru, carried out mechanics laboratories city National University Jaen. In addition, Python library Seaborn for variable selection relevance, scikit-learn Keras libraries w...

The major decision in construction process involves the selection of suitable site with best soil conditions, as structure resides in the soil. Most problematic soils like expansive soils hardly proved to be the best engineering subgrade profile for pavement constructions. Thus, this has undeniably led to the soil improvement options accompanying the reduction in resource depletion and solid wa...