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QuaPy/quapy/method/non_aggregative.py

26 lines
596 B
Python

from quapy.data import LabelledCollection
from .base import BaseQuantifier
class MaximumLikelihoodPrevalenceEstimation(BaseQuantifier):
def __init__(self, **kwargs):
self._classes_ = None
def fit(self, data: LabelledCollection, *args):
self._classes_ = data.classes_
self.estimated_prevalence = data.prevalence()
def quantify(self, documents, *args):
return self.estimated_prevalence
@property
def classes_(self):
return self._classes_
def get_params(self):
pass
def set_params(self, **parameters):
pass