%% epoch 1000

n_c=[10	20	30	40	50	60	70	80];
rmse1=[0.0193	0.0322
0.0165	0.0255
0.0158	0.0266
0.0158	0.0251
0.0161	0.0277
0.0135	0.0231
0.0158	0.0271
0.0155	0.0284
];
rmse2=[0.0216	0.0354
0.0171	0.0285
0.0144	0.0235
0.0155	0.0249
0.0151	0.0253
0.014	0.0236
0.014	0.0225
0.0132	0.0225
];
rmse3=[0.0231	0.0361
0.0166	0.0259
0.0151	0.0255
0.0145	0.024
0.0157	0.026
0.0141	0.0215
0.0143	0.0256
0.0144	0.0235
];
rmse4=[0.0251	0.0405
0.0185	0.0294
0.0152	0.0248
0.0182	0.0295
0.0146	0.0251
0.0133	0.0213
0.0132	0.0215
0.0126	0.0205
];

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);
%ylim([0, 0.3])
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);
%ylim([0, 0.25])
set(gca, 'FontSize',25)
title('Water Discharge','Interpreter','latex','FontSize',25)

%% epoch 2000

n_c=[10	20	30	40	50	60	70	80];
rmse1=[0.0198	0.0301
0.0159	0.0277
0.0162	0.0277
0.0118	0.0206
0.011	0.0181
0.011	0.0178
0.0118	0.0202
0.0102	0.0166
];
rmse2=[0.0206	0.0338
0.0158	0.0244
0.0169	0.0303
0.0132	0.0197
0.0112	0.0166
0.0106	0.0163
0.0105	0.0169
0.0107	0.0171
];
rmse3=[0.0187	0.0322
0.0188	0.032
0.0174	0.0284
0.0162	0.0266
0.0134	0.0229
0.0125	0.0213
0.0118	0.02
0.0096	0.0145
];
rmse4=[0.0215	0.0361
0.017	0.0276
0.0173	0.0282
0.0128	0.0207
0.0117	0.0191
0.0132	0.021
0.0126	0.0209
0.0119	0.0193
];

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);
%ylim([0, 0.3])
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);
%ylim([0, 0.25])
set(gca, 'FontSize',25)
title('Water Discharge','Interpreter','latex','FontSize',25)

%% epoch 3000

n_c=[10	20	30	40	50	60	70	80];
rmse1=[0.0202	0.0349
0.0145	0.0262
0.0114	0.0198
0.0113	0.0193
0.0095	0.0153
0.0106	0.0177
0.0108	0.0194
0.0088	0.0156
];
rmse2=[0.0211	0.0334
0.0124	0.0209
0.0159	0.0274
0.013	0.0232
0.0099	0.0164
0.0097	0.0152
0.0095	0.0155
0.0097	0.0162
];
rmse3=[0.0292	0.046
0.016	0.0244
0.0145	0.0242
0.0097	0.0149
0.0124	0.0201
0.0111	0.0161
0.0119	0.0191
0.0114	0.0175
];
rmse4=[0.0209	0.0337
0.0159	0.0257
0.0138	0.0226
0.0132	0.021
0.0115	0.0196
0.0117	0.0179
0.0122	0.0195
0.0124	0.0211
];

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);
%ylim([0, 0.3])
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);
%ylim([0, 0.25])
set(gca, 'FontSize',25)
title('Water Discharge','Interpreter','latex','FontSize',25)