forked from zsyOAOA/DP-GMM-HSI
-
Notifications
You must be signed in to change notification settings - Fork 0
/
ReadMe.txt
executable file
·76 lines (71 loc) · 3.24 KB
/
ReadMe.txt
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
Variable Interpretation
Low Rank parameter:
uvinit: struct.
uvinit.U: d x R matrix
uvinit.V: B x R matrix
uvinit.sigmaU: R x R x d tensor, covariance matrix.
uvinit.sigmaV: R x R x B tensor, covariance matrix.
MoG Parameter:
param: struct.
%%%%%%%%%%%%%%%%%%%%%q(Z)%%%%%%%%%%%%%%%%%%%%%
param.rau: d x T x B tensor
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%%%%%%%%%%%%%%%%%%%%%q(C)%%%%%%%%%%%%%%%%%%%%%
param.pphi: T x K x B tensor
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%%%%%%%%%%%%%%%%%%q(\pi^{'})%%%%%%%%%%%%%%%%%%
param.rrPi1: T x B matrix
param.rrPi2: T x B matrix
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%%%%%%%%%%%%%%%%%q(\beta^{'})%%%%%%%%%%%%%%%%%
param.ssBeta1: K x 1 vector
param.ssBeta2: K x 1 vector
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%%%%%%%%%%%%%%%%%%q(\gamma)%%%%%%%%%%%%%%%%%%%
param.c:scalar
param.d:scalar
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%%%%%%%%%%%%%%%%%%q(\alpha)%%%%%%%%%%%%%%%%%%%
param.e: B x 1 vector
param.f: B x 1 vector
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%%%%%%%%%%%%%%%%%%q(\lambda)%%%%%%%%%%%%%%%%%%
param.p: 1 scalar
param.q: R x 1 vector
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
exValue: expectation value of different parameters
exValue.errSquare: E[(Y-UV')^2]
%%%%%%%%%%%%%%%%%%q(\lambda)%%%%%%%%%%%%%%%%%%
exValue.lambda: E[\lambda]
exValue.logLamda: E[ln(\lambda)]
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%%%%%%%%%%%%%%%%%%q(\alpha)%%%%%%%%%%%%%%%%%%%
exValue.alpha: E[\alpha], 1 X B vector
exValue.logAlpha: E[ln(\alpha)], 1 X B vector
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%%%%%%%%%%%%%%%%%%q(\gamma)%%%%%%%%%%%%%%%%%%%
exValue.ggamma: E[\gamma]
exValue.logGamma: E[ln(\gamma)]
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%%%%%%%%%%%%%%%%%%q(\xi)%%%%%%%%%%%%%%%%%%%%%%
exValue.xi: E[\xi], K x 1 vector
exValue.logXi: E[log(\xi)], K x 1 vector
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%%%%%%%%%%%%%%%%%%q(\pi^{'})%%%%%%%%%%%%%%%%%%
exValue.piPie : E[\pi^{'}], T x B matrix
exValue.logPiPie : E[\ln(\pi^{'})], T x B matrix
exValue.logPiPie1 : E[\ln(1-\pi^{'})], T x B matrix
exValue.logPi : E[\ln(\pi)], T x B matrix
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%%%%%%%%%%%%%%%%%%q(\beta^{'})%%%%%%%%%%%%%%%%
exValue.betaPie : E[\beta^{'}], K x 1 vector
exValue.logBetaPie1 : E[\ln(\beta^{'})], K x 1 vector
exValue.logBetaPie : E[\ln(1-\beta^{'})], K x 1 matrix
exValue.logBeta : E[\ln(\beta)], K x 1 matrix
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%%%%%%%%%%%%%%%%%%%%%%q(U)%%%%%%%%%%%%%%%%%%%%
exValue.UrUr: E[U_{\cdot r}'*E[U_{\cdot r}]]
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%%%%%%%%%%%%%%%%%%%%%%q(V)%%%%%%%%%%%%%%%%%%%%
exValue.UrUr: E[V_{\cdot r}'*E[V_{\cdot r}]]
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%