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. 2022 Apr 2;22:89. doi: 10.1186/s12911-022-01811-y

Table 2.

A comparison between model parameters β learned using the proposed protocols and ordinary logistic regression protocol over LBW dataset

β Ordinary LR Accurate BMPC BMPC Accurate CMPC CMPC
3 5 7 3 5 7
β1 0.01574 0.01577 0.01761 0.01580 0.01480 0.01574 0.02214 0.01793 0.01630
β2 0.01127 0.01123 0.01171 0.01061 0.01006 0.01127 0.01534 0.01266 0.01166
β3 0.78666 0.78152 0.67763 0.62479 0.60392 0.78662 0.95081 0.81191 0.77010
β4 -0.47132 -0.46992 -0.48975 -0.44423 -0.42170 -0.47131 -0.63960 -0.52621 -0.48340
β5 -1.32410 -1.31870 -1.24442 -1.13786 -1.08974 -1.32405 -1.68676 -1.41595 -1.32408
β6 -0.75584 -0.75594 -0.86971 -0.78142 -0.73330 -0.75583 -1.09894 -0.88944 -0.80596
β7 -2.20748 -2.20104 -2.48191 -2.23117 -2.09511 -2.20743 -3.15262 -2.56252 -2.33208
β8 -0.96060 -0.95756 -0.99906 -0.90459 -0.85667 -0.96058 -1.30317 -1.07358 -0.98838
β9 -0.24569 -0.24476 -0.21884 -0.20160 -0.19465 -0.24568 -0.30509 -0.25879 -0.24367