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ErrorSpace.m
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90 lines (77 loc) · 2.53 KB
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clear
clc
close all
momentum = [0.1, 0.3, 0.5, 0.7, 0.9]
lr = [0.001, 0.002, 0.004, 0.006, 0.008, 0.01]
z5 = [83.29, 85.75, 88.62, 90.4, 93.6;...
89.12, 89.67, 90.98, 92.36, 95.78;...
91.34, 92.1, 93.14, 94.58, 96.83;...
92.33, 93.13, 94.43, 95.95, 97.27;...
93.4, 94.13, 95.41, 96.23, 97.51;...
94.27, 94.7, 95.9, 96.92, 97.48]
z10 = [88.98, 90.19, 91.34, 92.7, 96.13;...
91.32, 92.15, 93.33, 94.69, 97.23;...
93.57, 94.15, 95.44, 96.67, 97.71;...
94.79, 95.54, 96.57, 97.25, 97.87;...
95.68, 96.31, 96.86, 97.44, 98.00;...
96.44, 96.84, 97.12, 97.66, 98.05]
z15 = [90.39, 91.31, 92.22, 93.94, 97.02;...
92.52, 93.46, 94.52, 96.27, 97.62;...
94.78, 95.7, 96.55, 97.4, 98.03;...
96.14, 96.79, 97.33, 97.7, 98.07;...
96.79, 97.32, 97.63, 97.71, 97.96;...
97.16, 97.43, 97.62, 97.52, 98.1]
z20 = [91.51, 92.05, 93.22, 94.85, 97.5;...
93.59, 94.48, 95.65, 96.88, 97.99;...
96.03, 96.51, 97.18, 97.69, 98.11;...
96.82, 97.16, 97.56, 98.00, 98.16;...
97.21, 97.66, 97.86, 98.11, 98.34;...
97.55, 97.67, 97.89, 98.09, 98.31]
z25 = [92.09, 92.96, 93.95, 95.65, 97.67;...
94.3, 95.19, 96.2, 97.23, 98.06;...
96.43, 96.88, 97.38, 97.84, 98.31;...
97.21, 97.5, 97.75, 98.07, 98.45;...
97.4, 97.66, 97.84, 98.09, 98.42;...
97.51, 97.81, 98.07, 98.3, 98.42]
z30 = [92.82, 93.62, 94.55, 96.26, 97.77;...
94.95, 95.84, 96.63, 97.44, 98.06;...
96.89, 97.24, 97.61, 97.94, 98.34;...
97.54, 97.71, 97.91, 98.16, 98.45;...
97.73, 97.92, 98.17, 98.21, 98.48;...
97.85, 97.97, 98.1, 98.24, 98.6 ]
subplot(2,3,1), surf(momentum, lr, z5)
title('5 Epochs')
xlabel('Momentum')
ylabel('Learning Rate')
zlabel('Percentage Correct')
zlim([96,100])
subplot(2,3,2), surf(momentum, lr, z10)
title('10 Epochs')
xlabel('Momentum')
ylabel('Learning Rate')
zlabel('Percentage Correct')
zlim([96,100])
subplot(2,3,3), surf(momentum, lr, z15)
title('15 Epochs')
xlabel('Momentum')
ylabel('Learning Rate')
zlabel('Percentage Correct')
zlim([96,100])
subplot(2,3,4), surf(momentum, lr, z20)
title('20 Epochs')
xlabel('Momentum')
ylabel('Learning Rate')
zlabel('Percentage Correct')
zlim([96,100])
subplot(2,3,5), surf(momentum, lr, z25)
title('25 Epochs')
xlabel('Momentum')
ylabel('Learning Rate')
zlabel('Percentage Correct')
zlim([96,100])
subplot(2,3,6), surf(momentum, lr, z30)
title('30 Epochs')
xlabel('Momentum')
ylabel('Learning Rate')
zlabel('Percentage Correct')
zlim([96,100])