com.redhat.et.silex.sample

iid

package iid

A package that provides 'iid' sampling functionality on various collections whose elements constitute some kind of feature vector representation, eg Seq, FeatureSeq, etc. The acronym 'iid' stands for 'independent, identically distributed', and refers to the property that sampled columns share the identical marginal distribution with corresponding input colums, but are statistically independent of any other columns, which is not necessarily true of the input.

import com.redhat.et.silex.sample.iid.implicits._

rdd.iidFeatureSeqRDD(100000)
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Type Members

  1. abstract class IIDFeatureSamplingMethods extends Serializable

    Interface for enriched iid feature sampling methods on sequence-like collections of feature vectors.

Value Members

  1. object implicits

    Implicit conversions to support enriched iid feature sampling methods.

  2. package rdd

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