16 lines
362 B
Python
16 lines
362 B
Python
from sklearn.model_selection import train_test_split
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from dataset import load_dataset
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from lasso_test import lasso_test
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# Load dataset
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X, Y, name = load_dataset()
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# Split dataset
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X_train, X_test, y_train, y_test = train_test_split(
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X, Y, test_size=0.05, random_state=42)
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for i in range(6):
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lasso_test(X_train, X_test, y_train, y_test, i/pow(10, i))
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