-
Notifications
You must be signed in to change notification settings - Fork 8
/
TestMonth.m
74 lines (70 loc) · 2.17 KB
/
TestMonth.m
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
## Author: user <user@DELL>
## Created: 2016-11-05
function TestMonth ( OTP1, OTP2, OTC1, OTC2, OTC3 )
X = load("Weather2015.txt");
m = 31;
X = (X([1:31],[1:12]))';
[a1,a2,FP] = forwardPropPredictor (X,OTP1,OTP2);
X = 1:1:m;
for i=2:12
switch (i)
case 2
label = "Max Temperature";
case 3
label = "Min Temperature";
case 4
label = "Max DewPoint";
case 5
label = "Min DewPoint";
case 6
label = "Max Humidity";
case 7
label = "Min Humidity";
case 8
label = "Max Pressure";
case 9
label = "Min Pressure";
case 10
label = "Max Visibility";
case 11
label = "Min Visibility";
case 12
label = "Mean Wind Speed";
otherwise
label = "unknown";
endswitch
figure;
Y1=FP(i,:)';
plot(X, Y1, '@r');
xlabel('Day');
ylabel(label);
filename = sprintf(strcat('January2016Predictions',label,'.png'));
saveas(gcf, filename, 'png');
for k = 1:100
;
endfor
endfor
[A2,A3,Y] = forwardPropClassifier(FP,OTC1,OTC2,OTC3);
Y = (Y > 0.5);
Y3 = 0;
for i = 1:m
if Y(:,i) == [1;0;0;0] # Actually ThunderStorm
Y3 = [Y3,1];
elseif Y(:,i) == [0;1;0;0] # Actually Rainy
Y3 = [Y3,2];
elseif Y(:,i) == [0;0;1;0] # Actually Foggy
Y3 = [Y3,3];
else
Y3 = [Y3,4]; # Actually Sunny
endif
endfor
Y3(:,1) = [];
figure;
plot(X, Y3,"*b");
xlabel('Day');
ylabel('Event');
filename = sprintf(strcat("January2016Events",'.png'));
saveas(gcf, filename, 'png');
FP = [FP;Y]';
save("-ascii",'January2016.txt',"FP");
endfunction