breeze.classify

LiblinearTrainer

class LiblinearTrainer extends AnyRef

Companion object to train a Liblinear classifier from data.

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  1. new LiblinearTrainer(regularization: Double = 1.0, eps: Double = 0.01, showDebug: Boolean = false)

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  6. def apply(responses: Array[Int], designMatrix: Array[Array[FeatureNode]], numFeatures: Int): LiblinearClassifier

  7. def applyBinomialExpanded(binomialResponses: Seq[(Int, Int)], designMatrix: Seq[Array[FeatureNode]], numFeatures: Int): LiblinearClassifier

    Takes input with counts of successes and failures to produce individual binary classification training instances with replication of features.

    Takes input with counts of successes and failures to produce individual binary classification training instances with replication of features. (Based on the equivalence of binomial-logistic and binary-logistic models noted in Gelman and Hill (2007) p. 117, last paragraph.)

  8. def applyDense(responses: Seq[Int], designMatrix: DenseMatrix[Double]): LiblinearClassifier

  9. def applyIndexed(responses: Seq[Int], designMatrix: Seq[Seq[(Int, Double)]], numFeatures: Int): LiblinearClassifier

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