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Refactor to ensemble the pieces

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This commit is contained in:
Ricardo Montañana Gómez
2022-12-04 14:05:00 +01:00
parent 34a69622bc
commit 31c9b8a3a3
8 changed files with 69 additions and 108 deletions
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8
sample.py
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@@ -65,11 +65,11 @@ features = data.feature_names
# test.fit(X, y, features=features)
# test.transform(X)
# test.get_cut_points()
for proposed in [True, False]:
for proposal in [True, False]:
X = data.data
y = data.target
print("*** Proposed: ", proposed)
test = CFImdlp(debug=True, proposed=proposed)
print("*** Proposal: ", proposal)
test = CFImdlp(debug=True, proposal=proposal)
test.fit(X[:, 0], y)
result = test.get_cut_points()
for item in result:
@@ -118,7 +118,7 @@ for proposed in [True, False]:
# X = [5.7, 5.3, 5.2, 5.1, 5.0, 5.6, 5.1, 6.0, 5.1, 5.9]
# y = [1, 1, 1, 1, 1, 2, 2, 2, 2, 2]
# indices = [4, 3, 6, 8, 2, 1, 5, 0, 9, 7]
# clf = CFImdlp(debug=True, proposed=False)
# clf = CFImdlp(debug=True, proposal=False)
# clf.fit(X, y)
# print(clf.get_cut_points())
# y = [1, 1, 1, 1, 1, 2, 2, 2, 2, 2]