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16 lines
406 B
Python
16 lines
406 B
Python
from sklearn.datasets import load_iris
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from fimdlp.mdlp import FImdlp
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from fimdlp.cppfimdlp import CFImdlp
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data = load_iris()
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X = data.data
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y = data.target
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features = data.feature_names
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test = FImdlp()
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Xcutpoints = test.fit(X, y, features=features).transform(X)
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clf = CFImdlp(debug=True)
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print("Cut points for feature 0 in Iris dataset:")
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print(clf.cut_points(X[:, 0], y))
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print("Xcut")
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print(Xcutpoints)
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