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. Author manuscript; available in PMC: 2022 Feb 3.
Published in final edited form as: IEEE/ACM Trans Comput Biol Bioinform. 2021 Feb 3;18(1):227–239. doi: 10.1109/TCBB.2019.2947428

TABLE 3.

Comparison of the specificity of canonical weights on synthetic data.

u v1 v2
Data 1 Data 2 Data 3 Data 4 Data 1 Data 2 Data 3 Data 4 Data 1 Data 2 Data 3 Data 4
SCCA 0.85 0.89 1.00 1.00 0.77 0.83 0.96 1.00 0.81 0.85 0.95 1.00
mSCCA 0.84 0.89 1.00 1.00 0.87 0.95 0.99 1.00 0.92 0.97 0.99 1.00
MTSCCA 0.81 0.91 1.00 1.00 0.77 0.85 1.00 1.00 0.77 0.88 1.00 1.00