SAGA.imagery_classification.5: Supervised Classification for Tables

{"id": "SAGA.imagery_classification.5", "title": "Supervised Classification for Tables", "description": "Supervised classification for attribute data. To train the classifier choose an attribute that provides class identifiers for those records, for which the target class is known, and no data for all other records.", "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/SAGA.imagery_classification.5/execution"}, {"rel": "alternate", "type": "text/html", "title": "Execute End Point", "href": "http://tb17.geolabs.fr:8111/ogc-api/processes/SAGA.imagery_classification.5/execution.html"}], "inputs": {"TABLE": {"title": "Table", "description": "Table", "extended-schema": {"oneOf": [{"allOf": [{"$ref": "http://zoo-project.org/dl/link.json"}, {"type": "object", "properties": {"type": {"enum": ["text/csv", "text/csv"]}}}]}, {"type": "object", "required": ["value"], "properties": {"value": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/csv"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "text/csv"}]}}}]}, "schema": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/csv"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "text/csv"}]}, "id": "TABLE"}, "FEATURES": {"title": "Features", "description": "Features", "extended-schema": {"oneOf": [{"allOf": [{"$ref": "http://zoo-project.org/dl/link.json"}, {"type": "object", "properties": {"type": {"enum": ["text/csv", "text/csv"]}}}]}, {"type": "object", "required": ["value"], "properties": {"value": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/csv"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "text/csv"}]}}}], "nullable": true}, "schema": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/csv"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "text/csv"}]}, "id": "FEATURES"}, "NORMALISE": {"title": "Normalise", "description": "Normalise", "schema": {"type": "boolean", "default": false, "nullable": true}, "id": "NORMALISE"}, "TRAINING": {"title": "Training Classes", "description": "Training Classes", "extended-schema": {"oneOf": [{"allOf": [{"$ref": "http://zoo-project.org/dl/link.json"}, {"type": "object", "properties": {"type": {"enum": ["text/csv", "text/csv"]}}}]}, {"type": "object", "required": ["value"], "properties": {"value": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/csv"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "text/csv"}]}}}], "nullable": true}, "schema": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/csv"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "text/csv"}]}, "id": "TRAINING"}, "FILE_LOAD": {"title": "Load Statistics from File...", "description": "Load Statistics from File...", "extended-schema": {"oneOf": [{"allOf": [{"$ref": "http://zoo-project.org/dl/link.json"}, {"type": "object", "properties": {"type": {"enum": ["text/plain"]}}}]}, {"type": "object", "required": ["value"], "properties": {"value": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/plain"}]}}}], "nullable": true}, "schema": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/plain"}]}, "id": "FILE_LOAD"}, "FILE_SAVE": {"title": "Save Statistics to File...", "description": "Save Statistics to File...", "extended-schema": {"oneOf": [{"allOf": [{"$ref": "http://zoo-project.org/dl/link.json"}, {"type": "object", "properties": {"type": {"enum": ["text/plain"]}}}]}, {"type": "object", "required": ["value"], "properties": {"value": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/plain"}]}}}], "nullable": true}, "schema": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/plain"}]}, "id": "FILE_SAVE"}, "METHOD": {"title": "Method", "description": "Method", "schema": {"type": "string", "default": "Minimum Distance", "enum": ["Binary Encoding", "Parallelepiped", "Minimum Distance", "Mahalanobis Distance", "Maximum Likelihood", "Spectral Angle Mapping", "Winner Takes All"], "nullable": true}, "id": "METHOD"}, "THRESHOLD_DIST": {"title": "Distance Threshold", "description": "Let pixel stay unclassified, if minimum euclidian or mahalanobis distance is greater than threshold.", "schema": {"type": "number", "default": 0, "format": "double", "nullable": true}, "id": "THRESHOLD_DIST"}, "THRESHOLD_ANGLE": {"title": "Spectral Angle Threshold (Degree)", "description": "Let pixel stay unclassified, if spectral angle distance is greater than threshold.", "schema": {"type": "number", "default": 0, "format": "double", "minimum": 0, "maximum": 90, "nullable": true}, "id": "THRESHOLD_ANGLE"}, "THRESHOLD_PROB": {"title": "Probability Threshold", "description": "Let pixel stay unclassified, if maximum likelihood probability value is less than threshold.", "schema": {"type": "number", "default": 0, "format": "double", "minimum": 0, "maximum": 100, "nullable": true}, "id": "THRESHOLD_PROB"}, "RELATIVE_PROB": {"title": "Probability Reference", "description": "Probability Reference", "schema": {"type": "string", "default": "relative", "enum": ["absolute", "relative"], "nullable": true}, "id": "RELATIVE_PROB"}, "WTA_0": {"title": "Binary Encoding", "description": "Binary Encoding", "schema": {"type": "boolean", "default": false, "nullable": true}, "id": "WTA_0"}, "WTA_1": {"title": "Parallelepiped", "description": "Parallelepiped", "schema": {"type": "boolean", "default": false, "nullable": true}, "id": "WTA_1"}, "WTA_2": {"title": "Minimum Distance", "description": "Minimum Distance", "schema": {"type": "boolean", "default": false, "nullable": true}, "id": "WTA_2"}, "WTA_3": {"title": "Mahalanobis Distance", "description": "Mahalanobis Distance", "schema": {"type": "boolean", "default": false, "nullable": true}, "id": "WTA_3"}, "WTA_4": {"title": "Maximum Likelihood", "description": "Maximum Likelihood", "schema": {"type": "boolean", "default": false, "nullable": true}, "id": "WTA_4"}, "WTA_5": {"title": "Spectral Angle Mapping", "description": "Spectral Angle Mapping", "schema": {"type": "boolean", "default": false, "nullable": true}, "id": "WTA_5"}}, "outputs": {"CLASSES": {"title": "Classification", "description": "Classification", "extended-schema": {"oneOf": [{"allOf": [{"$ref": "http://zoo-project.org/dl/link.json"}, {"type": "object", "properties": {"type": {"enum": ["text/csv", "text/csv"]}}}]}, {"type": "object", "required": ["value"], "properties": {"value": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/csv"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "text/csv"}]}}}]}, "schema": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/csv"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "text/csv"}]}, "id": "CLASSES"}}}