Packages

package lolo

Type Members

  1. trait Learner extends Serializable

    Created by maxhutch on 11/14/16.

  2. trait Model[+T <: PredictionResult[Any]] extends Serializable

    Created by maxhutch on 11/14/16.

  3. case class MultiResult[T](values: Seq[T]) extends PredictionResult[T] with Product with Serializable
  4. trait MultiTaskLearner extends Serializable

    Created by maxhutch on 11/14/16.

  5. trait PredictionResult[+T] extends AnyRef

    Container for prediction results; must include expected values Created by maxhutch on 11/29/16.

  6. trait RegressionResult extends PredictionResult[Double]

    Additional regression-specific interface

    Additional regression-specific interface

    This interface is experimental and SHOULD BE REVIEWED before being merged into master. In particular, an explanation of how the different methods relate to each other, how predictive uncertainty is decomposed, and what the assumptions are should be added, as these are currently not entirely clear.

    For example, does the interface assume that the predictions are the mean of a predictive distribution (as opposed to, for example, the median, or the value with highest probability)? Does it assume the predictive distribution to be normal? Such assumptions are fine, but should be explicitly stated.

  7. trait TrainingResult extends Serializable

    Created by maxhutch on 12/4/16.

Ungrouped