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lib/node_modules/@stdlib/ml/incr/binary-classification/README.md

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@@ -266,6 +266,7 @@ console.log( 'x = [%d, %d]; lp = %d', x.get( 0 ), x.get( 1 ), out );
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## References
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- Rosenblatt, Frank. 1957. "The Perceptron–a perceiving and recognizing automaton." 85-460-1. Buffalo, NY, USA: Cornell Aeronautical Laboratory.
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- Zhang, Tong. 2004. "Solving Large Scale Linear Prediction Problems Using Stochastic Gradient Descent Algorithms." In _Proceedings of the Twenty-First International Conference on Machine Learning_, 116. New York, NY, USA: Association for Computing Machinery. doi:[10.1145/1015330.1015332][@tong:2004a].
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</section>

lib/node_modules/@stdlib/ml/incr/binary-classification/lib/model.js

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@@ -388,6 +388,10 @@ setReadOnly( Model.prototype, '_pegasosLearningRate', function pegasos() {
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*
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* - The perceptron loss function does not update the model weight vector when the response is correctly classified.
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*
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* ## References
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*
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* - Rosenblatt, Frank. 1957. "The Perceptron–a perceiving and recognizing automaton." 85-460-1. Buffalo, NY, USA: Cornell Aeronautical Laboratory.
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*
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* @private
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* @name _perceptronLoss
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* @memberof Model.prototype

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