11.5: Conclusion

We should honor all the fine details in a dataset. If a dataset has geospatial properties, we should account these properties as features in the model. If the features we obtained as signals from devices, we should perform suitable signal processing techniques before developing a model. Doing so will ensure we have information rich features, less outliers and better performing models.