Inference Types

Engineering NuPIC
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Each model instance holds and InferenceType, which defines what “type” of predictions this model makes. In essence, and inferenceType indicates to the Model which set of inferenceElements should be produced.

NuPIC OPF HTM Models can be created with one of the following inference types.

TemporalNextStep

TemporalClassification

  • classification model

NontemporalClassification

  • multi-step

TemporalAnomaly

  • multi-step

NontemporalAnomaly

TemporalMultiStep

  • multi-step

NontemporalMultiStep

  • multi-step