How to find AUC (area under curve) and plot ROC plot using R for prediction map accuracy assessment.

Omar F. AlthuwayneePhD. GIS and Geomatics Engineering.

"Prediction mapping using Logistic Regression in ArcGIS and R environment"

Find AUC (area under curve) and plot ROC plot using R for prediction map accuracy assessment.

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How to produce prediction maps using multivariate Logistic Regression method in ArcGIS and R enviroment

Omar F. Althuwaynee PhD. GIS and Geomatics Engineering. "Prediction mapping using Logistic Regression in ArcGIS and R environment" Course video tutorials Part 1- Prediction mapping:introduction to Logistic regression in GIS environment Part 2- Prediction mapping:Logistic regression in GIS: Prepare binary training data by ArcGIS Part 3- Prediction mapping:Export data from ArcGIS and set R working environment and packages Part 4- Prediction mapping:Import and plotting GIS data in R environment Part 5- Prediction mapping:Prepare, resample and save Raster data format in R environment. Part 6- Prediction mapping:Run multivariate Logistic regression and export reports using GIS data in R environment Part 7- Prediction mapping:Find AUC (area under curve) and plot ROC plot using R for prediction map accuracy assessment. Part 8- Prediction mapping:Plot Logistic regression (logit S curve shape) using GIS data in R. Part 9- ...

How to prepare, resample and save Raster data format in R environment

Omar F. Althuwaynee PhD. GIS and Geomatics Engineering. How to prepare, resample and save Raster data format in R environment "Prediction mapping using Logistic Regression in ArcGIS and R environment" Course video tutorials Prediction mapping:Prepare, resample and save Raster data format in R environment

How to Build Artificial Neural Network ANN for Prediction Mapping using GIS data? | Course Trailer

Watch the trailer Here : To watch the full course, use the discount link: https://www.udemy.com/how-to-use-ann-for-prediction-mapping-using-gis-data/?couponCode=ANNFORGIS - Welcome to my Step-By-Step video tutorial, using Artificial Neural Network ANN with GIS data for Prediction of Hazards, minerals sources, viruses and diseases susceptible distribution regions, Urban planning and others spatial targets. Instructor: Dr. Omar Althuwaynee - The first and only Step-By-Step video tutorial - Using R programming and QGIS only. - Codes, data and tools are provided. - Full support by the instructor.

Omar F. Althuwaynee

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