Table 10

Evaluation of the computations of the concentrations based on the snowmelt variables

MERMSEPBIAS %NSEcpR2
LASSO with interactions −5.9 103.7 −7.1 0.753 0.789 0.858 
DLNN h2o small model −7.2 127.4 −8.6 0.628 0.682 0.662 
DLNN – larger, regularized 1.4 100.9 1.7 0.766 0.800 0.800 
SVR with principal components −22.6 89.6 −27.0 0.816 0.843 0.867 
SVR with interactions −16.7 96.9 −19.9 0.785 0.816 0.831 
MERMSEPBIAS %NSEcpR2
LASSO with interactions −5.9 103.7 −7.1 0.753 0.789 0.858 
DLNN h2o small model −7.2 127.4 −8.6 0.628 0.682 0.662 
DLNN – larger, regularized 1.4 100.9 1.7 0.766 0.800 0.800 
SVR with principal components −22.6 89.6 −27.0 0.816 0.843 0.867 
SVR with interactions −16.7 96.9 −19.9 0.785 0.816 0.831 
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