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 # Conflation Algorithms
 
-* **[Area Conflation](https://github.com/ngageoint/hootenanny/blob/master/docs/user/OldDocs.asciidoc#area-to-area-conflation)** ([detail](https://github.com/ngageoint/hootenanny/blob/master/docs/algorithms/AreaToAreaConflation.asciidoc)) uses a machine learning based approach implemented with [Generic Line Conflation](https://github.com/ngageoint/hootenanny/blob/master/docs/developer/HootenannyConflatingANewFeatureTypeWithGenericConflation.asciidoc) to conflate non-building area polygons (area=yes and derivatives).
+* **[Area Conflation](https://github.com/ngageoint/hootenanny/blob/master/docs/user/OldDocs.asciidoc#area-to-area-conflation)** ([detail](https://github.com/ngageoint/hootenanny/blob/master/docs/algorithms/AreaToAreaConflation.asciidoc)) conflates non-building polygons supporting an
+area geometry (e.g. park, parking lot, etc.; also includes area=yes and derivatives) and uses a machine learning based approach that extends 
+[Generic Line Conflation](https://github.com/ngageoint/hootenanny/blob/master/docs/developer/HootenannyConflatingANewFeatureTypeWithGenericConflation.asciidoc).
 * **[Building Conflation](https://github.com/ngageoint/hootenanny/blob/master/docs/user/OldDocs.asciidoc#building-conflation)** ([detail](https://github.com/ngageoint/hootenanny/blob/master/docs/algorithms/BuildingConflation.asciidoc)) uses a machine learning based approach to conflate building polygons.
-* **[POI Conflation](https://github.com/ngageoint/hootenanny/blob/master/docs/user/OldDocs.asciidoc#poi-conflation)** ([detail](https://github.com/ngageoint/hootenanny/blob/master/docs/algorithms/PoiToPoiConflation.asciidoc)) uses a machine learning based approach implemented with [Generic Point Conflation](https://github.com/ngageoint/hootenanny/blob/master/docs/developer/HootenannyConflatingANewFeatureTypeWithGenericConflation.asciidoc) to conflate points of interest.
-* **[POI to Building Conflation](https://github.com/ngageoint/hootenanny/blob/master/docs/user/OldDocs.asciidoc#poi-to-polygon-conflation)** ([detail](https://github.com/ngageoint/hootenanny/blob/master/docs/algorithms/PoiToPolygonConflation.asciidoc)) uses a rules based approach to conflate points of interest (POIs) with building related polygons. 
-* **[Power Line Conflation](https://github.com/ngageoint/hootenanny/blob/master/docs/algorithms/GenericLineConflation.asciidoc#power-line-conflation)** ([detail](https://github.com/ngageoint/hootenanny/blob/master/docs/user/OldDocs.asciidoc#power-line-conflation)) uses a machine learning based approach implemented with [Generic Line Conflation](https://github.com/ngageoint/hootenanny/blob/master/docs/developer/HootenannyConflatingANewFeatureTypeWithGenericConflation.asciidoc) to conflate linear power line features.
-* **Railway Conflation** uses a machine learning based approach implemented with [Generic Line Conflation](https://github.com/ngageoint/hootenanny/blob/master/docs/developer/HootenannyConflatingANewFeatureTypeWithGenericConflation.asciidoc).
-* **[River Conflation](https://github.com/ngageoint/hootenanny/blob/master/docs/algorithms/GenericLineConflation.asciidoc#river-conflation)** ([detail](https://github.com/ngageoint/hootenanny/blob/master/docs/user/OldDocs.asciidoc#river-conflation)) uses a machine learning based approach implemented with [Generic Line Conflation](https://github.com/ngageoint/hootenanny/blob/master/docs/developer/HootenannyConflatingANewFeatureTypeWithGenericConflation.asciidoc) to conflate linear waterways.
-* **[Road Conflation](https://github.com/ngageoint/hootenanny/blob/master/docs/algorithms/RoadConflation.asciidoc#road-conflation)**
+* **[Line Conflation](https://github.com/ngageoint/hootenanny/blob/master/docs/developer/HootenannyConflatingANewFeatureTypeWithGenericConflation.asciidoc)** is a bare bones algorithm extending used to match generic linear features for which Hootenanny has no custom matching algorithm available.
+* **[POI Conflation](https://github.com/ngageoint/hootenanny/blob/master/docs/user/OldDocs.asciidoc#poi-conflation)** ([detail](https://github.com/ngageoint/hootenanny/blob/master/docs/algorithms/PoiToPoiConflation.asciidoc)) conflates Points of Interest (named points or those falling
+into a POI schema category) and uses a machine learning based approach that extends [Generic Point Conflation](https://github.com/ngageoint/hootenanny/blob/master/docs/developer/HootenannyConflatingANewFeatureTypeWithGenericConflation.asciidoc).
+* **[POI to Polygon Conflation](https://github.com/ngageoint/hootenanny/blob/master/docs/user/OldDocs.asciidoc#poi-to-polygon-conflation)** ([detail](https://github.com/ngageoint/hootenanny/blob/master/docs/algorithms/PoiToPolygonConflation.asciidoc)) conflates POIs with either building or area related polygons with a rules based approach. 
+* **[Point Conflation](https://github.com/ngageoint/hootenanny/blob/master/docs/developer/HootenannyConflatingANewFeatureTypeWithGenericConflation.asciidoc)** is a bare bones algorithm used to match generic point features for which Hootenanny has no custom matching algorithm available.
+* **[Point to Polygon Conflation](https://github.com/ngageoint/hootenanny/blob/master/docs/developer/HootenannyConflatingANewFeatureTypeWithGenericConflation.asciidoc)** is a bare bones algorithm used to match generic point features with generic polygon features both of which Hootenanny has no custom matching algorithm available. 
+* **[Polygon Conflation](https://github.com/ngageoint/hootenanny/blob/master/docs/developer/HootenannyConflatingANewFeatureTypeWithGenericConflation.asciidoc)** is a bare bones algorithm used to match generic polygon features for which Hootenanny has no custom matching algorithm available. 
+* **[Power Line Conflation](https://github.com/ngageoint/hootenanny/blob/master/docs/algorithms/GenericLineConflation.asciidoc#power-line-conflation)** ([detail](https://github.com/ngageoint/hootenanny/blob/master/docs/user/OldDocs.asciidoc#power-line-conflation)) conflates linear power
+line features and uses a machine learning based approach that extends [Generic Line Conflation](https://github.com/ngageoint/hootenanny/blob/master/docs/developer/HootenannyConflatingANewFeatureTypeWithGenericConflation.asciidoc).
+* **Railway Conflation** conflates linear railway features and uses a machine learning based approach that extends [Generic Line Conflation](https://github.com/ngageoint/hootenanny/blob/master/docs/developer/HootenannyConflatingANewFeatureTypeWithGenericConflation.asciidoc).
+* **[River Conflation](https://github.com/ngageoint/hootenanny/blob/master/docs/algorithms/GenericLineConflation.asciidoc#river-conflation)** ([detail](https://github.com/ngageoint/hootenanny/blob/master/docs/user/OldDocs.asciidoc#river-conflation)) conflates linear waterway features and 
+uses a machine learning based approach that extends [Generic Line Conflation](https://github.com/ngageoint/hootenanny/blob/master/docs/developer/HootenannyConflatingANewFeatureTypeWithGenericConflation.asciidoc).
+* **[Road Conflation](https://github.com/ngageoint/hootenanny/blob/master/docs/algorithms/RoadConflation.asciidoc#road-conflation)** conflates
+linear road features with one of the following algorithms:
   * The **[2nd Generation (aka Unifying) Roads Algorithm](https://github.com/ngageoint/hootenanny/blob/develop/docs/algorithms/UnifyingConflation.asciidoc)** uses machine learning techniques based on manually matched training data to match linear roads.
   * The **[Network Roads Algorithm](https://github.com/ngageoint/hootenanny/blob/master/docs/algorithms/NetworkConflation.asciidoc)** (default) uses a graph theory derived approach to match linear roads.