我正在使用 MATLAB 的
fitlm
函数来分析一些测试数据,然后根据文档绘制“原始输出”。 (matlabfitlm
文档)
这个
plot(mdl)
有一个自动生成的图例,里面有线性模型模型的方程,形式为:
y = m*x+c
我需要将这个星号(
*
)更改为乘法符号U00D7,(×
),这样:
y = m × x+c
是否可以使用代码来完成此操作还是需要手动更改?
clear
clc
%Make test data
%----------------------------
x1 = 1:0.01:3;
r = -1 + (1+1)*rand(1,201);
x1 = x1 + r;
y1 = 1:0.01:3;
r = -1 + (1+1)*rand(1,201);
y1 = y1 + r;
x1 = x1';
y1 = y1';
label1 = zeros(length(y1),1);
Tclust1 = [label1,x1,y1];
%----------------------------
x2 = 4:0.01:6;
r = -1 + (1+1)*rand(1,201);
x2 = x2 + r;
y2 = 10:0.01:12;
r = -1 + (1+1)*rand(1,201);
y2 = y2 + r;
x2 = x2';
y2 = y2';
label2 = ones(length(y2),1);
Tclust2 = [label2,x2,y2];
%----------------------------
x3 = 5:0.01:7;
r = -1 + (1+1)*rand(1,201);
x3 = x3 + r;
y3 = 11:0.01:13;
r = -1 + (1+1)*rand(1,201);
y3 = y3 + r;
x3 = x3';
y3 = y3';
label3 = label2+1;
Tclust3 = [label3,x3,y3];
%----------------------------
T = [Tclust1;Tclust2;Tclust3];
%Prep for LM -------------------------------------------------------------
%Classify by labels
Label_idx = zeros(length(T(:,1)),1);
for qq = 1:length(Label_idx)
if T(qq,1) > 0
Label_idx(qq) = 1;
end
end
for qq = 1:length(Label_idx)
if T(qq,1) > 1
Label_idx(qq) = 2;
end
end
%dummy variables
for qq = 1:length(Label_idx)
if Label_idx(qq) == 0
Label_1(qq) = 1;
else
Label_1(qq) = 0;
end
end
Label_1 = Label_1';
for qq = 1:length(Label_idx)
if Label_idx(qq) == 2
Label_2(qq) = 1;
else
Label_2(qq) = 0;
end
end
Label_2 = Label_2';
%Do the Linear modelling -------------------------------------------------
%Input predictor
pred = (T(:,2));
%Input comparator
comp = (T(:,3));
%interaction parameters
int_lo = pred.*Label_1;
int_hi = pred.*Label_2;
%predictors
X = [pred,Label_1,Label_2,int_lo,int_hi];
LR_mdl = fitlm(X,comp);
%plot ==========================================================
plot(LR_mdl)
这将完成这项工作:
h = findobj(gcf, 'type', 'legend');
h.String{2} = strrep(h.String{2}, '*', char(hex2dec('D7')));