%% epoch 1000 n_c=[5 10 15 20 25 30 35 40]; rmse1=[0.014 0.005 0.013 0.005 0.014 0.005 0.009 0.002 0.014 0.004 0.014 0.004 0.029 0.008 0.009 0.001 ]; rmse2=[0.016 0.004 0.026 0.005 0.010 0.003 0.012 0.004 0.008 0.003 0.010 0.003 0.009 0.003 0.015 0.003 ]; rmse3=[0.036 0.011 0.197 0.057 0.007 0.002 0.018 0.005 0.012 0.004 0.009 0.003 0.007 0.002 0.078 0.020 ]; rmse4=[0.019 0.007 0.012 0.004 0.022 0.006 0.009 0.003 0.020 0.007 0.030 0.008 0.012 0.003 0.009 0.003 ]; figure() subplot(1,2,1) plot(n_c,rmse1(:,1),'sk','LineWidth',1,'MarkerSize',12,'MarkerFaceColor','k') hold on plot(n_c,rmse2(:,1),'sb','LineWidth',1,'MarkerSize',12,'MarkerFaceColor','b') hold on plot(n_c,rmse3(:,1),'sr','LineWidth',1,'MarkerSize',12,'MarkerFaceColor','r') hold on plot(n_c,rmse4(:,1),'sg','LineWidth',1,'MarkerSize',12,'MarkerFaceColor','g') xlabel('numer of channels','Interpreter','latex','FontSize',25); ylabel('$\mathcal{R}_h$ (m)','Interpreter','latex','FontSize',25); legend('f-neuron-25','f-neuron-50','f-neuron-75','f-neuron-100') set(gca, 'FontSize',25) set(gca, 'FontSize',25) title('Water Depth','Interpreter','latex','FontSize',25) subplot(1,2,2) plot(n_c,rmse1(:,2),'ok','LineWidth',1,'MarkerSize',12,'MarkerFaceColor','k') hold on plot(n_c,rmse2(:,2),'ob','LineWidth',1,'MarkerSize',12,'MarkerFaceColor','b') hold on plot(n_c,rmse3(:,2),'or','LineWidth',1,'MarkerSize',12,'MarkerFaceColor','r') hold on plot(n_c,rmse4(:,2),'og','LineWidth',1,'MarkerSize',12,'MarkerFaceColor','g') xlabel('numer of channels','Interpreter','latex','FontSize',25); ylabel('$\mathcal{R}_{hu}$ (m$^2$/s)','Interpreter','latex','FontSize',25); legend('f-neuron-25','f-neuron-50','f-neuron-75','f-neuron-100') set(gca, 'FontSize',25) set(gca, 'FontSize',25) title('Water Discharge','Interpreter','latex','FontSize',25) figure() subplot(1,2,1) bar(n_c,[rmse1(:,1)';rmse2(:,1)';rmse3(:,1)';rmse4(:,1)'],1) legend('f-neuron-25','f-neuron-50','f-neuron-75','f-neuron-100') xlabel('numer of channels','Interpreter','latex','FontSize',25); ylabel('$\mathcal{R}_h$ (m)','Interpreter','latex','FontSize',25); set(gca, 'FontSize',25) set(gca, 'FontSize',25) title('Water Depth','Interpreter','latex','FontSize',25) subplot(1,2,2) bar(n_c,[rmse1(:,2)';rmse2(:,2)';rmse3(:,2)';rmse4(:,2)'],1) legend('f-neuron-25','f-neuron-50','f-neuron-75','f-neuron-100') xlabel('numer of channels','Interpreter','latex','FontSize',25); ylabel('$\mathcal{R}_{hu}$ (m$^2$/s)','Interpreter','latex','FontSize',25); set(gca, 'FontSize',25) set(gca, 'FontSize',25) title('Water Discharge','Interpreter','latex','FontSize',25) %% epoch 2000 n_c=[5 10 15 20 25 30 35 40]; rmse1=[0.02 0.0057 0.006 0.0018 0.006 0.0017 0.004 0.0011 0.005 0.0013 0.006 0.0017 0.005 0.0015 0.004 0.0011 ]; rmse2=[0.019 0.0056 0.009 0.0026 0.003 0.001 0.003 0.0012 0.003 0.0008 0.005 0.0014 0.005 0.0014 0.003 0.001 ]; rmse3=[0.019 0.0056 0.015 0.0043 0.004 0.001 0.005 0.0015 0.003 0.0009 0.005 0.0015 0.005 0.0014 0.004 0.0012 ]; rmse4=[0.03 0.0057 0.012 0.0035 0.01 0.0031 0.005 0.0014 0.003 0.001 0.003 0.0009 0.005 0.0013 0.007 0.0021 ]; figure() subplot(1,2,1) plot(n_c,rmse1(:,1),'sk','LineWidth',1,'MarkerSize',12,'MarkerFaceColor','k') hold on plot(n_c,rmse2(:,1),'sb','LineWidth',1,'MarkerSize',12,'MarkerFaceColor','b') hold on plot(n_c,rmse3(:,1),'sr','LineWidth',1,'MarkerSize',12,'MarkerFaceColor','r') hold on plot(n_c,rmse4(:,1),'sg','LineWidth',1,'MarkerSize',12,'MarkerFaceColor','g') xlabel('numer of channels','Interpreter','latex','FontSize',25); ylabel('$\mathcal{R}_h$ (m)','Interpreter','latex','FontSize',25); legend('f-neuron-25','f-neuron-50','f-neuron-75','f-neuron-100') set(gca, 'FontSize',25) set(gca, 'FontSize',25) title('Water Depth','Interpreter','latex','FontSize',25) subplot(1,2,2) plot(n_c,rmse1(:,2),'ok','LineWidth',1,'MarkerSize',12,'MarkerFaceColor','k') hold on plot(n_c,rmse2(:,2),'ob','LineWidth',1,'MarkerSize',12,'MarkerFaceColor','b') hold on plot(n_c,rmse3(:,2),'or','LineWidth',1,'MarkerSize',12,'MarkerFaceColor','r') hold on plot(n_c,rmse4(:,2),'og','LineWidth',1,'MarkerSize',12,'MarkerFaceColor','g') xlabel('numer of channels','Interpreter','latex','FontSize',25); ylabel('$\mathcal{R}_{hu}$ (m$^2$/s)','Interpreter','latex','FontSize',25); legend('f-neuron-25','f-neuron-50','f-neuron-75','f-neuron-100') set(gca, 'FontSize',25) set(gca, 'FontSize',25) title('Water Discharge','Interpreter','latex','FontSize',25) figure() subplot(1,2,1) bar(n_c,[rmse1(:,1)';rmse2(:,1)';rmse3(:,1)';rmse4(:,1)'],1) legend('f-neuron-25','f-neuron-50','f-neuron-75','f-neuron-100') xlabel('numer of channels','Interpreter','latex','FontSize',25); ylabel('$\mathcal{R}_h$ (m)','Interpreter','latex','FontSize',25); set(gca, 'FontSize',25) set(gca, 'FontSize',25) title('Water Depth','Interpreter','latex','FontSize',25) subplot(1,2,2) bar(n_c,[rmse1(:,2)';rmse2(:,2)';rmse3(:,2)';rmse4(:,2)'],1) legend('f-neuron-25','f-neuron-50','f-neuron-75','f-neuron-100') xlabel('numer of channels','Interpreter','latex','FontSize',25); ylabel('$\mathcal{R}_{hu}$ (m$^2$/s)','Interpreter','latex','FontSize',25); set(gca, 'FontSize',25) set(gca, 'FontSize',25) title('Water Discharge','Interpreter','latex','FontSize',25) %% epoch 3000 n_c=[5 10 15 20 25 30 35 40]; rmse1=[0.0102 0.0030 0.0078 0.0023 0.0045 0.0013 0.0045 0.0013 0.0035 0.0010 0.0034 0.0010 0.0028 0.0008 0.0025 0.0007 ]; rmse2=[0.1263 0.0197 0.0069 0.0020 0.0040 0.0012 0.0016 0.0005 0.0036 0.0011 0.0037 0.0011 0.0035 0.0010 0.0034 0.0010 ]; rmse3=[0.2202 0.0190 0.0102 0.0029 0.0154 0.0045 0.0043 0.0013 0.0029 0.0009 0.0030 0.0009 0.0013 0.0004 0.0031 0.0009 ]; rmse4=[0.1588 0.0455 0.2001 0.0580 0.0075 0.0022 0.1755 0.0509 0.0060 0.0017 0.0043 0.0012 0.0025 0.0007 0.0038 0.0011 ]; figure() subplot(1,2,1) plot(n_c,rmse1(:,1),'sk','LineWidth',1,'MarkerSize',12,'MarkerFaceColor','k') hold on plot(n_c,rmse2(:,1),'sb','LineWidth',1,'MarkerSize',12,'MarkerFaceColor','b') hold on plot(n_c,rmse3(:,1),'sr','LineWidth',1,'MarkerSize',12,'MarkerFaceColor','r') hold on plot(n_c,rmse4(:,1),'sg','LineWidth',1,'MarkerSize',12,'MarkerFaceColor','g') xlabel('numer of channels','Interpreter','latex','FontSize',25); ylabel('$\mathcal{R}_h$ (m)','Interpreter','latex','FontSize',25); legend('f-neuron-25','f-neuron-50','f-neuron-75','f-neuron-100') set(gca, 'FontSize',25) set(gca, 'FontSize',25) title('Water Depth','Interpreter','latex','FontSize',25) subplot(1,2,2) plot(n_c,rmse1(:,2),'ok','LineWidth',1,'MarkerSize',12,'MarkerFaceColor','k') hold on plot(n_c,rmse2(:,2),'ob','LineWidth',1,'MarkerSize',12,'MarkerFaceColor','b') hold on plot(n_c,rmse3(:,2),'or','LineWidth',1,'MarkerSize',12,'MarkerFaceColor','r') hold on plot(n_c,rmse4(:,2),'og','LineWidth',1,'MarkerSize',12,'MarkerFaceColor','g') xlabel('numer of channels','Interpreter','latex','FontSize',25); ylabel('$\mathcal{R}_{hu}$ (m$^2$/s)','Interpreter','latex','FontSize',25); legend('f-neuron-25','f-neuron-50','f-neuron-75','f-neuron-100') set(gca, 'FontSize',25) set(gca, 'FontSize',25) title('Water Discharge','Interpreter','latex','FontSize',25) figure() subplot(1,2,1) bar(n_c,[rmse1(:,1)';rmse2(:,1)';rmse3(:,1)';rmse4(:,1)'],1) legend('f-neuron-25','f-neuron-50','f-neuron-75','f-neuron-100') xlabel('numer of channels','Interpreter','latex','FontSize',25); ylabel('$\mathcal{R}_h$ (m)','Interpreter','latex','FontSize',25); set(gca, 'FontSize',25) set(gca, 'FontSize',25) title('Water Depth','Interpreter','latex','FontSize',25) subplot(1,2,2) bar(n_c,[rmse1(:,2)';rmse2(:,2)';rmse3(:,2)';rmse4(:,2)'],1) legend('f-neuron-25','f-neuron-50','f-neuron-75','f-neuron-100') xlabel('numer of channels','Interpreter','latex','FontSize',25); ylabel('$\mathcal{R}_{hu}$ (m$^2$/s)','Interpreter','latex','FontSize',25); set(gca, 'FontSize',25) set(gca, 'FontSize',25) title('Water Discharge','Interpreter','latex','FontSize',25)