Feature ImportanceAnalyze the Feature importance of protein corona
After previous discussions, we learned that RPA (relative protein abundance) plays a crucial role in measuring the degree of binding of proteins to nanoparticles. In order to further verify and sequence the significance of each feature in the protein crown data, we adopted a random forest regression model for analysis. In addition, in order to achieve a more intuitive understanding and presentation, we also further present the analysis results through dynamic interactive visualization.
Heat map of protein corona data interaction
