How to Produce Prediction Map in GIS With ArcGIS and Excel?
Since the late 1980s, the widely popular and efficient geographic information system (GIS) has facilitated the development of new machine learning, data-driven, and empirical methods that reduce generalization errors.
In the this course, i have shared a famous and solid bivariate technique (Frequency ratio), to help you start your first prediction map using ArcMap and Excel only.
UPDATES March 2019: Course full data was uploaded with Section 2.
I will explain the spatial correlation between; prediction factors, and the dependent factor. Also, how to find the autocorrelations between; the prediction factors, by considering their prediction importance or contribution. Finally, I will Produce susceptibility map using; Microsoft Excel and ESRI ArcGIS only. Model prediction validation will be measured by most common statistical method of Area under the curve (AUC).
Introduction to prediction mapping methods with GIS
Training and testing data preparation
Dear Students, Data is provided with the link. please let me know if you face any issue accordingly.