Performance comparison between SSIO and two other commonly-used methods.
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¶Although stable expressions are observed with PCA and Linear-PLS, the simulated gene expressions did not respond to stimuli, i.e. expressions of the key-markers are high whether with or without external signals. Thus false steady-states (i.e. overfitting of stability) are actually obtained by PCA and Linear-PLS.Performance comparison between SSIO and two other commonly-used methods.
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2015-12-02
