Confusion matrix of classification accuracy for each cluster after the removal of noise, Cluster 1 predicts fibril (sensitivity 99.92%, F1 99.96%), 3 random (sensitivity 99.21%, F1 99.31%), and 4 isotropic growth (sensitivity 99.58%, F1 99.38%), resulting in an average F1 score at 99.55 0.21%, clearly showing the descriptive information of morphology captured within the fingerprinting. Errors are standard deviations calculated across all aggregates. Source data are provided as a Source Data file.