coefficients larger than 1

[simsong]

From @naarkhoo on May 13, 2016 9:25

I wonder, if coefficients can be larger than 1 even on the normalized data ?
I am bench making liblinear with glmnet, and I see one of the coefficients is larger than one.

Thanks.

Copied from original issue: cjlin1#22

[simsong]

From @cjlin1 on May 26, 2016 22:9

Do you mean the weight vector? If so, yes they can be larger than 1
naarkhoo writes:

I wonder, if coefficients can be larger than 1 even on the
normalized data ?
I am bench making liblinear with glmnet, and I see one of the
coefficients is larger than one.

Thanks.

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[simsong]

From @naarkhoo on June 10, 2016 22:44

Thanks for your answer. I have another issue, the glmnet solution is sparser than LIBLINEAR solution - I wonder if there could be any explanation ? :-) - thanks.

[simsong]

From @cjlin1 on August 3, 2016 22:45

If the same loss and the same parameters are used, I think they should
give the same sparsity
naarkhoo writes:

Thanks for your answer. I have another issue, the glmnet
solution is sparser than LIBLINEAR solution - I wonder if there
could be any explanation ? :-) - thanks.

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