tods/datasets/data-supply/documentation/standardValues.json

{
  "unit": [
    "seconds",
    "minutes",
    "days",
    "weeks",
    "months",
    "years",
    "unspecified"
  ],
  "qualValueType": [
    "boolean",
    "integer",
    "real",
    "string",
    "dict"
  ],
  "resType": [
    "image",
    "video",
    "audio",
    "speech",
    "text",
    "graph",
    "edgeList",
    "table",
    "timeseries",
    "raw"
  ],
  "colType": [
    "boolean",
    "integer",
    "real",
    "string",
    "categorical",
    "dateTime",
    "realVector",
    "json",
    "geojson",
    "unknown"
  ],
  "role": [
    "index",
    "multiIndex",
    "key",
    "attribute",
    "suggestedTarget",
    "timeIndicator",
    "locationIndicator",
    "boundaryIndicator",
    "interval",
    "instanceWeight",
    "boundingPolygon",
    "suggestedPrivilegedData",
    "suggestedGroupingKey",
    "edgeSource",
    "directedEdgeSource",
    "undirectedEdgeSource",
    "multiEdgeSource",
    "simpleEdgeSource",
    "edgeTarget",
    "directedEdgeTarget",
    "undirectedEdgeTarget",
    "multiEdgeTarget",
    "simpleEdgeTarget"
  ],
  "resObject": [
    "item"
  ],
  "resComponent": [
    "nodes",
    "edges"
  ],
  "taskKeywords": [
    "classification",
    "regression",
    "clustering",
    "linkPrediction",
    "vertexNomination",
    "vertexClassification",
    "communityDetection",
    "graphMatching",
    "forecasting",
    "collaborativeFiltering",
    "objectDetection",
    "semiSupervised",
    "binary",
    "multiClass",
    "multiLabel",
    "univariate",
    "multivariate",
    "overlapping",
    "nonOverlapping",
    "tabular",
    "relational",
    "nested",
    "image",
    "audio",
    "video",
    "speech",
    "text",
    "graph",
    "multiGraph",
    "timeSeries",
    "grouped",
    "geospatial",
    "remoteSensing",
    "lupi",
    "missingMetadata"
  ],
  "method":  [
    "holdOut",
    "kFold"
  ],
  "metric": [
    "accuracy",
    "precision",
    "recall",
    "f1",
    "f1Micro",
    "f1Macro",
    "rocAuc",
    "rocAucMacro",
    "rocAucMicro",
    "meanSquaredError",
    "rootMeanSquaredError",
    "meanAbsoluteError",
    "rSquared",
    "normalizedMutualInformation",
    "jaccardSimilarityScore",
    "precisionAtTopK",
    "objectDetectionAP",
    "hammingLoss",
    "hitsAtK",
    "meanReciprocalRank"
  ]
}