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. 2021 Sep 16;21:266. doi: 10.1186/s12911-021-01582-y

Table 10.

Comparison plaintext model and Sklearn Lasso: coefficients

Model c1 c2 c3 c4 c5 c6 c7 c8 c9 c10 c11
scikit-learn 0.08 0.01 0 0 0 − 0.30 0 0 0 0 0
our secure model 0.17 0.10 0.001 0 0 − 0.19 0.18 0 0 0 0
Abs. diff. 0.09 0.09 0.001 0 0 0.11 0.18 0 0 0 0