https://community.esri.com/t5/arcgis-pro-questions/potential-bug-with-forest-based-and-boosted/m-p/1364525#M76757 <P>Just posting this in case others have the same issue.</P><P>Issue:</P><P>When trying to "Predict to Raster" using the Forest-based and Boosted Classification And Regression tool, as soon as the message for "Cell Size" is printed, the tool ends as "Completed" without creating the model or predicting to a raster.</P><P>Settings:</P><UL><LI>Model Type = Forest-based</LI><LI>Input Training Features = Polygon</LI><LI>Treat Variable as Categorical= Checked</LI><LI>Only using explanatory training rasters</LI><LI>Convert Polygons to Raster Resolution for Training = checked</LI><LI>Polygon and rasters are all in the same projection</LI><LI>Match Explanatory Rasters are all matched correctly</LI></UL><P>Comments:</P><P>Everything works as intended if "Train Only" is selected. After switching to "Predict to Raster" the tool fails as mentioned above. If I uncheck "Convert Polygons to Raster Resolution for Training", the tool will predict to raster as expected.</P><P>While using "Train Only", I can convert my training polygons to points using the "Output Trained Features" setting. If I use these points as the "Input Training Features", the tool will predict to raster without any issues (however, it should be noted that for some reason out-of-bag errors are worse when using these points vs the original polygons, which seems odd if the "Convert Polygons to Raster Resolution for Training" setting works as described).</P><P>Tool Settings</P><P><span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="tool settings.JPG" style="width: 876px;"><img src="https://community.esri.com/t5/image/serverpage/image-id/90015i66BD9CAC8F8CF136/image-size/large?v=v2&amp;px=999" role="button" title="tool settings.JPG" alt="tool settings.JPG" /></span></P><P>Tool Messages</P><P><span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="tool messages.JPG" style="width: 875px;"><img src="https://community.esri.com/t5/image/serverpage/image-id/90016i3E88D08A6EC9F3D4/image-size/large?v=v2&amp;px=999" role="button" title="tool messages.JPG" alt="tool messages.JPG" /></span></P><P>Note: I get the above warnings even when the tool runs successfully.</P> Wed, 27 Dec 2023 17:40:28 GMT BRENNEJM 2023-12-27T17:40:28Z https://community.esri.com/t5/arcgis-pro-questions/potential-bug-with-forest-based-and-boosted/m-p/1364525#M76757 <P>Just posting this in case others have the same issue.</P><P>Issue:</P><P>When trying to "Predict to Raster" using the Forest-based and Boosted Classification And Regression tool, as soon as the message for "Cell Size" is printed, the tool ends as "Completed" without creating the model or predicting to a raster.</P><P>Settings:</P><UL><LI>Model Type = Forest-based</LI><LI>Input Training Features = Polygon</LI><LI>Treat Variable as Categorical= Checked</LI><LI>Only using explanatory training rasters</LI><LI>Convert Polygons to Raster Resolution for Training = checked</LI><LI>Polygon and rasters are all in the same projection</LI><LI>Match Explanatory Rasters are all matched correctly</LI></UL><P>Comments:</P><P>Everything works as intended if "Train Only" is selected. After switching to "Predict to Raster" the tool fails as mentioned above. If I uncheck "Convert Polygons to Raster Resolution for Training", the tool will predict to raster as expected.</P><P>While using "Train Only", I can convert my training polygons to points using the "Output Trained Features" setting. If I use these points as the "Input Training Features", the tool will predict to raster without any issues (however, it should be noted that for some reason out-of-bag errors are worse when using these points vs the original polygons, which seems odd if the "Convert Polygons to Raster Resolution for Training" setting works as described).</P><P>Tool Settings</P><P><span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="tool settings.JPG" style="width: 876px;"><img src="https://community.esri.com/t5/image/serverpage/image-id/90015i66BD9CAC8F8CF136/image-size/large?v=v2&amp;px=999" role="button" title="tool settings.JPG" alt="tool settings.JPG" /></span></P><P>Tool Messages</P><P><span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="tool messages.JPG" style="width: 875px;"><img src="https://community.esri.com/t5/image/serverpage/image-id/90016i3E88D08A6EC9F3D4/image-size/large?v=v2&amp;px=999" role="button" title="tool messages.JPG" alt="tool messages.JPG" /></span></P><P>Note: I get the above warnings even when the tool runs successfully.</P> Wed, 27 Dec 2023 17:40:28 GMT https://community.esri.com/t5/arcgis-pro-questions/potential-bug-with-forest-based-and-boosted/m-p/1364525#M76757 BRENNEJM 2023-12-27T17:40:28Z https://community.esri.com/t5/arcgis-pro-questions/potential-bug-with-forest-based-and-boosted/m-p/1513568#M86306 <P>The exact same thing is happening to me <span class="lia-unicode-emoji" title=":neutral_face:">😐</span> "train only" executes just fine but when "predict to raster" is selected it doesn't produce any output, although the console says that the process succeeded...&nbsp;</P> Thu, 01 Aug 2024 13:00:24 GMT https://community.esri.com/t5/arcgis-pro-questions/potential-bug-with-forest-based-and-boosted/m-p/1513568#M86306 noah_wassner 2024-08-01T13:00:24Z