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Comment out the integrity check in Proposal

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This commit is contained in:
Ricardo Montañana Gómez
2023-03-30 23:23:23 +02:00
parent c9afafbf60
commit c6390d9da9
1 changed files with 19 additions and 18 deletions
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37
bayesclass/clfs.py
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@@ -650,6 +650,7 @@ class Proposal:
# assign indices to feature names
self.idx_features_ = dict(list(zip(features, range(len(features)))))
upgraded, self.Xd = self._local_discretization()
# self.check_integrity("fit", self.Xd)
if upgraded:
kwargs = self.update_kwargs(y, kwargs)
super(self.class_type, self.estimator).fit(self.Xd, y, **kwargs)
@@ -662,7 +663,7 @@ class Proposal:
# Input validation
X = check_array(X)
Xd = self.discretizer.transform(X)
self.check_integrity("predict", Xd)
# self.check_integrity("predict", Xd)
return super(self.class_type, self.estimator).predict(Xd)
def update_kwargs(self, y, kwargs):
@@ -712,20 +713,20 @@ class Proposal:
upgraded = True
return upgraded, res
def check_integrity(self, source, X):
# print(f"Checking integrity of {source} data")
for i in range(X.shape[1]):
if not set(np.unique(X[:, i]).tolist()).issubset(
set(self.state_names_[self.features_[i]])
):
print(
"i",
i,
"features[i]",
self.features_[i],
"np.unique(X[:, i])",
np.unique(X[:, i]),
"np.array(state_names[features[i]])",
np.array(self.state_names_[self.features_[i]]),
)
raise ValueError("Discretization error")
# def check_integrity(self, source, X):
# # print(f"Checking integrity of {source} data")
# for i in range(X.shape[1]):
# if not set(np.unique(X[:, i]).tolist()).issubset(
# set(self.state_names_[self.features_[i]])
# ):
# print(
# "i",
# i,
# "features[i]",
# self.features_[i],
# "np.unique(X[:, i])",
# np.unique(X[:, i]),
# "np.array(state_names[features[i]])",
# np.array(self.state_names_[self.features_[i]]),
# )
# raise ValueError("Discretization error")