How to Produce Prediction Map in GIS With ArcGIS and Excel? | Science Online Course by Udemy

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Step By Step Guide To Produce and Validate Hazards Prediction Map With ArcGIS and Excel Using Frequency Ratio Model

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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 bivariatetechnique (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 theautocorrelations between; the prediction factors, by considering their prediction importance or contribution. Finally, I willProduce susceptibility map using; Microsoft Excel and ESRI ArcGISonly. Model predictionvalidation will be measured by most common statistical method of Area under the curve (AUC).

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