OTB.DSFuzzyModelEstimation: Estimate feature fuzzy model parameters using 2 vector data (ground truth samples and wrong samples).

{"id": "OTB.DSFuzzyModelEstimation", "title": "Estimate feature fuzzy model parameters using 2 vector data (ground truth samples and wrong samples).", "description": "Estimate feature fuzzy model parameters using 2 vector data (ground truth samples and wrong samples).", "version": "1.0.0", "jobControlOptions": ["sync-execute", "async-execute", "dismiss"], "outputTransmission": ["value", "reference"], "links": [{"rel": "http://www.opengis.net/def/rel/ogc/1.0/execute", "type": "application/json", "title": "Execute End Point", "href": "http://tb17.geolabs.fr:8111/ogc-api/processes/OTB.DSFuzzyModelEstimation/execution"}, {"rel": "alternate", "type": "text/html", "title": "Execute End Point", "href": "http://tb17.geolabs.fr:8111/ogc-api/processes/OTB.DSFuzzyModelEstimation/execution.html"}], "inputs": {"psin": {"title": "Ground truth vector data for positive samples", "description": "Ground truth vector data for positive samples", "extended-schema": {"oneOf": [{"allOf": [{"$ref": "http://zoo-project.org/dl/link.json"}, {"type": "object", "properties": {"type": {"enum": ["text/xml", "application/vnd.google-earth.kml+xml", "application/json", "application/zip"]}}}]}, {"type": "object", "required": ["value"], "properties": {"value": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/xml"}, {"type": "string", "contentEncoding": "utf-8", "contentMediaType": "application/vnd.google-earth.kml+xml"}, {"type": "object"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/zip"}]}}}]}, "schema": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/xml"}, {"type": "string", "contentEncoding": "utf-8", "contentMediaType": "application/vnd.google-earth.kml+xml"}, {"type": "object"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/zip"}]}, "id": "psin"}, "nsin": {"title": "Ground truth vector data for negative samples", "description": "Ground truth vector data for negative samples", "extended-schema": {"oneOf": [{"allOf": [{"$ref": "http://zoo-project.org/dl/link.json"}, {"type": "object", "properties": {"type": {"enum": ["text/xml", "application/vnd.google-earth.kml+xml", "application/json", "application/zip"]}}}]}, {"type": "object", "required": ["value"], "properties": {"value": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/xml"}, {"type": "string", "contentEncoding": "utf-8", "contentMediaType": "application/vnd.google-earth.kml+xml"}, {"type": "object"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/zip"}]}}}]}, "schema": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/xml"}, {"type": "string", "contentEncoding": "utf-8", "contentMediaType": "application/vnd.google-earth.kml+xml"}, {"type": "object"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/zip"}]}, "id": "nsin"}, "belsup": {"title": "Dempster Shafer study hypothesis to compute belief", "description": "Dempster Shafer study hypothesis to compute belief", "maxOccurs": 1024, "schema": {"type": "string", "default": "Any value"}, "id": "belsup"}, "plasup": {"title": "Dempster Shafer study hypothesis to compute plausibility", "description": "Dempster Shafer study hypothesis to compute plausibility", "maxOccurs": 1024, "schema": {"type": "string", "default": "Any value"}, "id": "plasup"}, "cri": {"title": "Dempster Shafer criterion (by default (belief+plausibility)/2)", "description": "Dempster Shafer criterion (by default (belief+plausibility)/2)", "schema": {"type": "string", "default": "Any value", "nullable": true}, "id": "cri"}, "wgt": {"title": "Coefficient between 0 and 1 to promote undetection or false detections (default 0.5)", "description": "Coefficient between 0 and 1 to promote undetection or false detections (default 0.5)", "schema": {"type": "number", "default": 0.5, "format": "double", "nullable": true}, "id": "wgt"}, "initmod": {"title": "Initialization model (xml file) to be used. If the xml initialization model is set, the descriptor list is not used (specified using the option -desclist)", "description": "Initialization model (xml file) to be used. If the xml initialization model is set, the descriptor list is not used (specified using the option -desclist)", "extended-schema": {"oneOf": [{"allOf": [{"$ref": "http://zoo-project.org/dl/link.json"}, {"type": "object", "properties": {"type": {"enum": ["text/xml"]}}}]}, {"type": "object", "required": ["value"], "properties": {"value": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/xml"}]}}}], "nullable": true}, "schema": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/xml"}]}, "id": "initmod"}, "desclist": {"title": "List of the descriptors to be used in the model (must be specified to perform an automatic initialization)", "description": "List of the descriptors to be used in the model (must be specified to perform an automatic initialization)", "maxOccurs": 1024, "schema": {"type": "string", "default": "Any value", "nullable": true}, "id": "desclist"}, "maxnbit": {"title": "Maximum number of optimizer iteration (default 200)", "description": "Maximum number of optimizer iteration (default 200)", "schema": {"type": "integer", "default": 200, "nullable": true}, "id": "maxnbit"}, "optobs": {"title": "Activate the optimizer observer", "description": "Activate the optimizer observer", "extended-schema": {"oneOf": [{"type": "object", "required": ["value"], "properties": {"value": {"oneOf": []}}}]}, "schema": {"oneOf": []}, "id": "optobs"}}, "outputs": {"out": {"title": "Output model file name (xml file) contains the optimal model to perform information fusion.", "description": "Output model file name (xml file) contains the optimal model to perform information fusion.", "extended-schema": {"oneOf": [{"allOf": [{"$ref": "http://zoo-project.org/dl/link.json"}, {"type": "object", "properties": {"type": {"enum": ["text/xml"]}}}]}, {"type": "object", "required": ["value"], "properties": {"value": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/xml"}]}}}]}, "schema": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/xml"}]}, "id": "out"}}}