com.eharmony.aloha.models.multilabel

MultilabelModelParserPlugin

trait MultilabelModelParserPlugin extends AnyRef

A plugin that will ultimately produce the SparseMultiLabelPredictor. Created by ryan.deak on 9/6/17.

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  1. abstract def name: String

    A globally unique name for the plugin.

    A globally unique name for the plugin. If there are name collisions, MultilabelModelParserPlugin.plugins() will error out.

    returns

    the plugin name.

  2. abstract def parser[K](info: PluginInfo[K])(implicit ri: RefInfo[K], jf: JsonFormat[K]): JsonReader[() ⇒ (SparseFeatures, Labels[K], LabelIndices, SparseLabelDepFeatures) ⇒ Try[Map[K, Double]]]

    Provide a JSON reader that can translate JSON ASTs to a SparsePredictorProducer.

    Provide a JSON reader that can translate JSON ASTs to a SparsePredictorProducer.

    K

    the label or class type to be produced by the multi-label model.

    info

    information about the multi-label model passed to the plugin.

    ri

    reflection information about the label type

    jf

    a JSON format representing a bidirectional mapping between instances of K and JSON ASTs.

    returns

    a JSON reader that can create SparsePredictorProducer[K] from JSON ASTs.

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