31 lines
773 B
Python
31 lines
773 B
Python
from . import aggregative as agg
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from . import non_aggregative as nagg
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AGGREGATIVE_METHODS = {
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agg.ClassifyAndCount,
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agg.AdjustedClassifyAndCount,
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agg.ProbabilisticClassifyAndCount,
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agg.ProbabilisticAdjustedClassifyAndCount,
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agg.ExplicitLossMinimisation,
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agg.ExpectationMaximizationQuantifier,
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}
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NON_AGGREGATIVE_METHODS = {
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nagg.MaximumLikelihoodPrevalenceEstimation
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}
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QUANTIFICATION_METHODS = AGGREGATIVE_METHODS | NON_AGGREGATIVE_METHODS
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# common alisases
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CC = agg.ClassifyAndCount
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ACC = agg.AdjustedClassifyAndCount
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PCC = agg.ProbabilisticClassifyAndCount
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PACC = agg.ProbabilisticAdjustedClassifyAndCount
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ELM = agg.ExplicitLossMinimisation
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EMQ = agg.ExpectationMaximizationQuantifier
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MLPE = nagg.MaximumLikelihoodPrevalenceEstimation
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