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bugfix in APP

This commit is contained in:
Alejandro Moreo Fernandez 2023-12-18 17:17:09 +01:00
parent 29db15ae25
commit 5047fc5c1b
1 changed files with 2 additions and 1 deletions
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3
quapy/protocol.py
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@ -257,8 +257,9 @@ class APP(AbstractStochasticSeededProtocol, OnLabelledCollectionProtocol):
""" """
dimensions = self.data.n_classes dimensions = self.data.n_classes
s = F.prevalence_linspace(self.n_prevalences, repeats=1, smooth_limits_epsilon=self.smooth_limits_epsilon) s = F.prevalence_linspace(self.n_prevalences, repeats=1, smooth_limits_epsilon=self.smooth_limits_epsilon)
eps = (s[1]-s[0])/2 # handling floating rounding
s = [s] * (dimensions - 1) s = [s] * (dimensions - 1)
prevs = [p for p in itertools.product(*s, repeat=1) if (sum(p) <= 1.0)] prevs = [p for p in itertools.product(*s, repeat=1) if (sum(p) < (1.+eps))]
prevs = np.asarray(prevs).reshape(len(prevs), -1) prevs = np.asarray(prevs).reshape(len(prevs), -1)
if self.repeats > 1: if self.repeats > 1:
prevs = np.repeat(prevs, self.repeats, axis=0) prevs = np.repeat(prevs, self.repeats, axis=0)