43 lines
801 B
Python
43 lines
801 B
Python
from . import aggregative
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from . import base
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from . import meta
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from . import non_aggregative
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EXPLICIT_LOSS_MINIMIZATION_METHODS = {
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aggregative.ELM,
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aggregative.SVMQ,
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aggregative.SVMAE,
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aggregative.SVMKLD,
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aggregative.SVMRAE,
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aggregative.SVMNKLD
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}
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AGGREGATIVE_METHODS = {
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aggregative.CC,
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aggregative.ACC,
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aggregative.PCC,
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aggregative.PACC,
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aggregative.EMQ,
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aggregative.HDy,
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aggregative.X,
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aggregative.T50,
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aggregative.MAX,
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aggregative.MS,
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aggregative.MS2,
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} | EXPLICIT_LOSS_MINIMIZATION_METHODS
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NON_AGGREGATIVE_METHODS = {
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non_aggregative.MaximumLikelihoodPrevalenceEstimation
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}
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META_METHODS = {
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meta.Ensemble,
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meta.QuaNet
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}
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QUANTIFICATION_METHODS = AGGREGATIVE_METHODS | NON_AGGREGATIVE_METHODS | META_METHODS
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