All three investigated models are able to predict the TD using solely the ThioT data as input. The RF, MLP, and SVM models achieve an MAE of 0.387, 0.310, and 0.662, respectively. However, The R 2 values for these models trained on only ThioT data are all below 0.5. This result can be explained by the models predicting low TD values with high fidelity and high TD values poorly.