Package

ai.minxiao.ds4s.core.h2o

learning

Permalink

package learning

Package object learning, containing model types, model parameters, default parameter values

Linear Supertypes
AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. learning
  2. AnyRef
  3. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Type Members

  1. class H2OGridSearcher extends H2OLearner with Serializable

    Permalink

    H2O Grid Searching

    H2O Grid Searching

    Annotations
    @SerialVersionUID()
  2. class H2OLearner extends Serializable

    Permalink

    H2OLearner

    H2OLearner

    Annotations
    @SerialVersionUID()

Value Members

  1. object H2OAutoLearner extends Serializable

    Permalink

    Annotations
    @SerialVersionUID()
  2. object ModelType extends Enumeration

    Permalink

    first identify the model type: naive bayes, distributed random forest

  3. object ParamType extends Enumeration

    Permalink

    then identify hyperparameters: laplace for NB, number of trees for distributed random forest

  4. object ParamValue

    Permalink

    finally, assign values to those hyperparameters

  5. def mapParamType2Str(paramType: learning.ParamType.Value): String

    Permalink

    Map ParamType to String

Inherited from AnyRef

Inherited from Any

Ungrouped