[scikit-learn] LASSO: Predicted values show negative correlation with observed values on random data

[Alexandre Gramfort]

in your example with random data Lasso leads to coef_ of zeros so you get
as prediction : np.mean(Y[train])

you'll see the same phenomenon if you do:

pred = np.r_[pred, np.mean(Y[train])]

Alex
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