Table 4.

Table of experiment results for inference step over encrypted state. For each threshold for the model size, the number of chosen genes for CN and variants data are as in Table 3. Encoding Duplication means the number of duplications for X in encoding step, refers the parameter m. For each case, we state the microAUC value and accuracy on the right columns. These results come from the our trained model with test dataset

Threshold of the model size	Encoding Duplication	Computation Time (sec) Accuracy
		Encryption	Const. Mult	RotSum	A. Softmax	Decryption	Total
512	1	6.7	16.8	61.0	130.5	0.1	215.1	0.9866	84.60
	2	13.4	17.8	29.6	131.0	0.1	191.9
	4	26.5	17.5	11.9	132.9	0.1	188.9
	8	52.6	23.8	6.5	133.0	0.1	216.0
1024	1	13.5	32.3	62.0	132.9	0.1	240.8	0.9882	85.15
	2	26.7	36.0	31.4	131.2	0.1	225.4
	4	53.4	35.8	11.9	130.7	0.1	231.9
	8	105.4	47.9	6.9	134.0	0.1	294.3
2048	1	26.7	64.9	63.2	132.1	0.1	287.0	0.9857	86.47
	2	54.0	70.5	29.3	131.4	0.1	285.3
	4	106.8	72.2	13.2	131.6	0.1	323.9
	8	211.5	98.1	8.3	133.9	0.1	451.9
4096	1	53.8	129.4	63.6	130.7	0.1	377.8	0.9862	86.25
	2	107.7	143.1	31.3	135.1	0.1	417.6
	4	213.9	152.6	15.2	140.5	0.1	522.3