lime

Type Members

1. class Cluster extends AnyRef

   

2. trait HasCellSize extends Params

   

3. trait HasModifier extends Params

   

4. class ImageLIME extends Transformer with LIMEBase with Wrappable with HasModifier with HasCellSize

   

   Distributed implementation of Local Interpretable Model-Agnostic Explanations (LIME)

   Distributed implementation of Local Interpretable Model-Agnostic Explanations (LIME)

   https://arxiv.org/pdf/1602.04938v1.pdf

5. trait LIMEBase extends LIMEParams with ComplexParamsWritable

   

6. trait LIMEParams extends HasInputCol with HasOutputCol with HasPredictionCol

   

7. class Superpixel extends Logging

   

8. case class SuperpixelData(clusters: Seq[Seq[(Int, Int)]]) extends Product with Serializable

   

9. class SuperpixelTransformer extends Transformer with HasInputCol with HasOutputCol with Wrappable with DefaultParamsWritable with HasCellSize with HasModifier

   

   A transformer that decomposes an image into it's superpixels

10. class TabularLIME extends Estimator[TabularLIMEModel] with LIMEParams with Wrappable with ComplexParamsWritable

    

11. class TabularLIMEModel extends Model[TabularLIMEModel] with LIMEBase with Wrappable