text: TITLE Feature selection and error analysis Roadmap for spatial data analysis SUB Did you ever spend hours experimenting with model architecture and parameter tuning before finding out that the algorithm is missing some crucial details? Find out how to conduct an efficient feature selection and error analysis while working with spatial data. CAPTION a collage of photos of a person holding a kite