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# Label Prediction

- Implements a family of methods for predicting labels for an input. In general, we assume inputs in R
^{d , though class X is maintained abstract.
}

- L is the class of labels. We assume that a label does not have internal structure. We abuse notation and denote as L the number of labels.

- Y = {0,1}L
- Binary classification, L=1
- Multiclass classification, constrained to y in Y such that sum { l } y_l =1
- Multilabel classification, no constraints

- We may consider a ranking setting, Y = R
^{L
}

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