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  • mlquantify
  • mlquantify.adjust_counting
    • CC
    • PCC
    • FM
    • GAC
    • GPAC
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    • compute_tpr
    • compute_fpr
    • compute_table
  • mlquantify.base
    • BaseQuantifier
    • MetaquantifierMixin
    • ProtocolMixin
  • mlquantify.base_aggregative
    • AggregationMixin
    • SoftLearnerQMixin
    • CrispLearnerQMixin
  • mlquantify.confidence
    • BaseConfidenceRegion
    • ConfidenceInterval
    • ConfidenceEllipseSimplex
    • ConfidenceEllipseCLR
    • construct_confidence_region
  • mlquantify.likelihood
    • EMQ
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  • mlquantify.meta
    • EnsembleQ
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  • mlquantify.metrics
    • AE
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    • CvM_L1
  • mlquantify.mixture
    • HDy
    • DyS
    • SMM
    • SORD
    • HDx
  • mlquantify.model_selection
    • GridSearchQ
    • BaseProtocol
    • APP
    • NPP
    • UPP
    • PPP
  • mlquantify.multiclass
    • define_binary
    • BinaryQuantifier
  • mlquantify.neighbors
    • KDEyCS
    • KDEyHD
    • KDEyML
    • PWK
  • mlquantify.utils
    • get_prev_from_labels
    • load_quantifier
    • make_prevs
    • apply_cross_validation
    • simplex_uniform_kraemer
    • simplex_grid_sampling
    • simplex_uniform_sampling
    • get_indexes_with_prevalence
  • API Reference
  • mlquantify.base

mlquantify.base#

BaseQuantifier

Base class for all quantifiers in mlquantify.

MetaquantifierMixin

Mixin class for meta-quantifiers.

ProtocolMixin

Mixin class for protocol-based quantifiers.

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BaseQuantifier