BigML · JSON-LD Context

Bigml Context

JSON-LD context defining the semantic vocabulary for Bigml from BigML.

41 Classes 43 Properties 5 Namespaces

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Namespaces

schema: https://schema.org/

xsd: http://www.w3.org/2001/XMLSchema#

bigml: https://bigml.com/api/

dc: http://purl.org/dc/terms/

owl: http://www.w3.org/2002/07/owl#

Classes

name description url BigMLResource status statusCode tags private fileName fileSize rows columns fields sourceParser objectiveField accuracy numberOfModels inputData prediction result k clusters centroidId topAnomalies period forecast numberOfTopics topics rules components sourceCode inputs outputs connection sourceType meta totalCount limit offset next previous

Properties

Property	Type	Container
created	dateTime
updated	dateTime
resource	reference
Source	reference
Dataset	reference
source	reference
Model	reference
dataset	reference
Ensemble	reference
models	reference	set
Prediction	reference
confidence	float
Evaluation	reference
Cluster	reference
Centroid	reference
cluster	reference
distance	float
Anomaly	reference
AnomalyScore	reference
anomaly	reference
score	float
LogisticRegression	reference
LinearRegression	reference
Deepnet	reference
Fusion	reference
TimeSeries	reference
objectiveFields		set
Forecast	reference
timeSeries	reference
TopicModel	reference
Association	reference
PCA	reference
BatchPrediction	reference
BatchCentroid	reference
BatchAnomalyScore	reference
outputDataset	reference
Project	reference
Script	reference
Execution	reference
script	reference
ExternalConnector	reference
ListResponse	reference
objects		set

JSON-LD Document

{
  "@context": {
    "@version": 1.1,
    "schema": "https://schema.org/",
    "xsd": "http://www.w3.org/2001/XMLSchema#",
    "bigml": "https://bigml.com/api/",
    "dc": "http://purl.org/dc/terms/",
    "owl": "http://www.w3.org/2002/07/owl#",

    "name": "schema:name",
    "description": "schema:description",
    "url": "schema:url",
    "created": {
      "@id": "dc:created",
      "@type": "xsd:dateTime"
    },
    "updated": {
      "@id": "dc:modified",
      "@type": "xsd:dateTime"
    },

    "BigMLResource": "bigml:Resource",
    "resource": {
      "@id": "bigml:resourceId",
      "@type": "@id"
    },
    "status": "bigml:status",
    "statusCode": "bigml:statusCode",
    "tags": "schema:keywords",
    "private": "schema:isAccessibleForFree",

    "Source": {
      "@id": "bigml:Source",
      "@type": "@id"
    },
    "fileName": "schema:name",
    "fileSize": "schema:fileSize",
    "rows": "bigml:rows",
    "columns": "bigml:columns",
    "fields": "bigml:fields",
    "sourceParser": "bigml:sourceParser",

    "Dataset": {
      "@id": "bigml:Dataset",
      "@type": "@id"
    },
    "source": {
      "@id": "bigml:derivedFrom",
      "@type": "@id"
    },

    "Model": {
      "@id": "bigml:Model",
      "@type": "@id"
    },
    "dataset": {
      "@id": "bigml:trainedOn",
      "@type": "@id"
    },
    "objectiveField": "bigml:objectiveField",
    "accuracy": "schema:ratingValue",

    "Ensemble": {
      "@id": "bigml:Ensemble",
      "@type": "@id"
    },
    "models": {
      "@id": "bigml:containsModel",
      "@type": "@id",
      "@container": "@set"
    },
    "numberOfModels": "bigml:numberOfModels",

    "Prediction": {
      "@id": "bigml:Prediction",
      "@type": "@id"
    },
    "inputData": "bigml:inputData",
    "prediction": "bigml:predictionResult",
    "confidence": {
      "@id": "bigml:confidence",
      "@type": "xsd:float"
    },

    "Evaluation": {
      "@id": "bigml:Evaluation",
      "@type": "@id"
    },
    "result": "bigml:evaluationResult",

    "Cluster": {
      "@id": "bigml:Cluster",
      "@type": "@id"
    },
    "k": "bigml:numberOfClusters",
    "clusters": "bigml:clusterCenters",

    "Centroid": {
      "@id": "bigml:Centroid",
      "@type": "@id"
    },
    "cluster": {
      "@id": "bigml:assignedCluster",
      "@type": "@id"
    },
    "centroidId": "bigml:centroidId",
    "distance": {
      "@id": "bigml:distanceToCenter",
      "@type": "xsd:float"
    },

    "Anomaly": {
      "@id": "bigml:AnomalyDetector",
      "@type": "@id"
    },
    "topAnomalies": "bigml:topAnomalies",

    "AnomalyScore": {
      "@id": "bigml:AnomalyScore",
      "@type": "@id"
    },
    "anomaly": {
      "@id": "bigml:detectorUsed",
      "@type": "@id"
    },
    "score": {
      "@id": "bigml:anomalyScore",
      "@type": "xsd:float"
    },

    "LogisticRegression": {
      "@id": "bigml:LogisticRegression",
      "@type": "@id"
    },
    "LinearRegression": {
      "@id": "bigml:LinearRegression",
      "@type": "@id"
    },
    "Deepnet": {
      "@id": "bigml:Deepnet",
      "@type": "@id"
    },
    "Fusion": {
      "@id": "bigml:Fusion",
      "@type": "@id"
    },

    "TimeSeries": {
      "@id": "bigml:TimeSeries",
      "@type": "@id"
    },
    "objectiveFields": {
      "@id": "bigml:objectiveFields",
      "@container": "@set"
    },
    "period": "bigml:period",

    "Forecast": {
      "@id": "bigml:Forecast",
      "@type": "@id"
    },
    "timeSeries": {
      "@id": "bigml:forecastedBy",
      "@type": "@id"
    },
    "forecast": "bigml:forecastResult",

    "TopicModel": {
      "@id": "bigml:TopicModel",
      "@type": "@id"
    },
    "numberOfTopics": "bigml:numberOfTopics",
    "topics": "bigml:topics",

    "Association": {
      "@id": "bigml:Association",
      "@type": "@id"
    },
    "rules": "bigml:associationRules",

    "PCA": {
      "@id": "bigml:PCA",
      "@type": "@id"
    },
    "components": "bigml:principalComponents",

    "BatchPrediction": {
      "@id": "bigml:BatchPrediction",
      "@type": "@id"
    },
    "BatchCentroid": {
      "@id": "bigml:BatchCentroid",
      "@type": "@id"
    },
    "BatchAnomalyScore": {
      "@id": "bigml:BatchAnomalyScore",
      "@type": "@id"
    },
    "outputDataset": {
      "@id": "bigml:outputDataset",
      "@type": "@id"
    },

    "Project": {
      "@id": "schema:Project",
      "@type": "@id"
    },

    "Script": {
      "@id": "bigml:Script",
      "@type": "@id"
    },
    "sourceCode": "schema:codeRepository",
    "inputs": "bigml:scriptInputs",
    "outputs": "bigml:scriptOutputs",

    "Execution": {
      "@id": "bigml:Execution",
      "@type": "@id"
    },
    "script": {
      "@id": "bigml:executedScript",
      "@type": "@id"
    },

    "ExternalConnector": {
      "@id": "bigml:ExternalConnector",
      "@type": "@id"
    },
    "connection": "bigml:connectionConfig",
    "sourceType": "bigml:sourceType",

    "ListResponse": {
      "@id": "bigml:ListResponse",
      "@type": "@id"
    },
    "meta": "bigml:paginationMeta",
    "objects": {
      "@id": "bigml:items",
      "@container": "@set"
    },
    "totalCount": "bigml:totalCount",
    "limit": "bigml:limit",
    "offset": "bigml:offset",
    "next": "bigml:nextPage",
    "previous": "bigml:previousPage"
  }
}