Figure shows the variables related to experimental conditions of the photocatalytic dataset in the principal two-dimensional space constructed with UMAP. The orange circles indicate the extracted sets of variables for the experimental conditions in this scheme, which are scattered over space without clumping. The gray ones represent the other sets present in the training data. This confirmed the diversity in the promising sets of experimental condition variables obtained.