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. 2013 Oct 22;2013:914971. doi: 10.1155/2013/914971

Table 1.

Comparison of prediction powers with different models. The prediction power is represented as the square root of the coefficient of determination (R) for predicted and the actual DNase-seq signals. LM: linear regression model.

Model SVR LM SVR LM
(max_signal) (max_signal) (avg_signal) (avg_signal)
HM 0.76 0.69 0.70 0.56
TF 0.76 0.63 0.69 0.53
HM + TF 0.81 0.73 0.75 0.61