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. 2013 Nov 20;15(4):324–331.

Table 2.

The RMSE and coefficient of determinations (R2) are two learning algorithms on modeling in preclinical breast cancer


Training Training Validation All data
Learning algorithm The best architecture RMSE R2 RMSE R2 RMSE R2 RMSE R2

Quick propagation (QP) 3-3-1 0.243624 0.934129 0.020922 0.999877 0.582782 0.311416 0.310242 0.870787
Levenberg-marquardt (LM) 3-9-1 0.005157 0.999969 0.002261 0.999997 0.666038 0.587366 0.271946 0.897118