MAE is conceptually simpler and more interpretable than RMSE. All polyadic predicates can be reduced to one dyadic predicate, interpretable as set membership. Data processing and imaging convert raw numeric data into interpretable maps. This yields highly interpretable three dimensional reconstructions. An additional 51 tumors were analyzed via direct sequence analysis, yielding 49 clearly interpretable results. However, human interpretable explanations are required for critical systems such as a self-driving cars. Some modules enable the display of different file formats not ordinarily interpretable by the browser. Sensors convert information from the environment into interpretable electrical signals. A more interpretable, but equivalent, metric to MTBF is annualized failure rate (AFR). When sphericity has been established, the F-ratio is valid and therefore interpretable. The index ensures that the complexity of the topic can be interpretable and simplified. Centering makes the main effects in interaction models more interpretable. In this model, the poem is created, and is interpretable, within both noetic horizons. Further, pulse trainings are not easily interpretable. A Gellish network can be documented in a Gellish database and is computer interpretable.