Packages

p

net.sansa_stack.ml.spark

anomalydetection

package anomalydetection

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Type Members

  1. class CONOD extends Serializable

    This is the modified version of CONOD which can work on any arbitrary RDF data.

    This is the modified version of CONOD which can work on any arbitrary RDF data. The original CONOD was only working on DBpedia. By changing the similarity function now it is generic

  2. class DistADConfig extends Serializable

    This class gets a config file path and reads the values from the config file

  3. class MultiFeatureAnomalyDetection extends AnyRef

    This class runs multi-feature anomaly detection based on IsolationForest algorithm

  4. class NumericLiteralAnomalyDetection extends AnyRef

    This class runs anomaly detection on the level of numeric literals

  5. class PredicateAnomalyDetection extends AnyRef

    This class runs anomaly detection on the level of predicates

Value Members

  1. object AnomalyDetectionDispatcher

    This class is responsible to read the config file from a path and based on the values in config file initiate the right class for anomaly detection

  2. object DistADLogger extends Serializable
  3. object DistADUtil

    This class gathers all the utilities needed for distributed anomaly detection

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