Latest Contributions by JamalNUMAN

ArcGIS Pro 3.0.2: The one decimal place is incorrectly rounded in the layer classes, In the screenshot below, I couldn’t figure out why the one decimal place is incorrectly rounded in the layer classes What could be the issue here?   the data is attached   ... View more

ArcGIS Pro 3.0.2: The model builder zooms in on itself,   For example, in the screenshot below, when the "erase" tool is intended to be connected with the layer, the Model Builder zooms in on itself.   What could be the issue here?         ... View more

ArcGIS Pro 3.0.2: The GWR tool is producing a warning message stating, "282 locations with coincident features should be considered carefully when interpreting the results of this tool." As shown in the screenshot below, the GWR tool is generating a warning about the presence of 282 locations with coincident features. In my dataset, these points represent condominium apartments within a building. It is normal to have multiple apartments with the same location, considering that the building may have multiple floors and several apartments on each floor. One might wonder, why this situation could pose an issue? I have previously posted a similar thread, but I would like to emphasize the concern related to the multiple coincident features when using the GWR tool. ... View more

ArcGIS Pro 3.0.2: Which data splitting method is used in the GWR when calculating the statistical metrics for performance evaluation?   I couldn’t figure out which data splitting method is used in the GWR when calculating the statistical metrics (such as R2, MSE, RMSE, MAE, MAPE) for performance evaluation   Is it ratio method or k-fold cross validation? It is crucial to assess and verify the model by testing it on data distinct from the dataset used for its training. ... View more

ArcGIS Pro 3.0.2: The “train using autoML” tool with XGBoost algorithm ends up with “shapeType” error,   I couldn’t figure out why the The “train using autoML” tool with XGBoost algorithm ends up with “shapeType” error and thus the dlpk output is not created   What could be the issue here?       File "c:\program files\arcgis\pro\Resources\ArcToolbox\toolboxes\GeoAI Tools.tbx\TrainUsingAutoML.tool\tool.script.execute.py", line 84, in <module>     shapeType = desc.shapeType AttributeError: DescribeData: Method shapeType does not exist   ... View more

ArcGIS Pro 3.0.2: Why does the OLS tool require the input data to be feature class format?   I couldn’t figure out why the OLS tool requires the input to be feature class. This tool should work even when having a tabular data without the need to be feature class   ... View more

ArcGIS Pro 3.0.2: The GWR tool encounters a "coincident features" error due to exceeding the "minimum number of neighbors (30)", The observations (records) in my data represent condominium apartments, indicating that multiple apartments may share the same xy coordinates but have different z-coordinates, representing the floor level. Moreover, in addition to sharing the same xy coordinates, these condominium apartments might have identical values for independent variables (apartment characteristics) or even the same value for the dependent variable (price valuation). Given this scenario, how can we leverage GWR effectively for condominium apartment observations where multiple units might share the same xy coordinates and have identical values for both dependent and independent variables? I have approximately 3800 condominium apartments distributed across only 284 condominium buildings in my dataset as per the screenshots below     ... View more