How to write an automatic function based on the median of data to form groups of data.

3 次查看（过去 30 天）
zhoug zho
zhoug zho 2021-6-21
评论： zhoug zho 2021-6-21
How to write an automatic function based on the median of data to form groups of data.
as the boxplots are here in this figure, i need to make groups or clusters of data based on median. like once i have median of data, then i need to identify the beginning of a new cluster/group when the median delay increase instead of decresing. and when the median again increases then from that point a new group or cluster will start.
i manually grouped the data based on median, i need to make function like this.
Thanks in advance.

请先登录，再回答此问题。

采纳的回答

Adam Danz
Adam Danz 2021-6-21
编辑：Adam Danz 2021-6-21
Ran in:
% Create demo data : nxm matrix with 1 box per column
rng('default')
data = rand(100,15) + [1.0 1.3 0.8 0.95 1.02 1.05 1.08 1.2 1.0 1.03 1.06 0.90 0.95 0.80 1.1];
% Compute median of each column
dataMedians = median(data);
% Create boxplot
h = boxplot(data);
% Add group separation lines
groupStart = diff([inf,dataMedians])<0;
groupIdx = find(groupStart);
for i = 1:numel(groupIdx)
xline(groupIdx(i)-.5, 'k--', 'LineWidth',1)
end
% Color the groups
colors = lines(sum(groupStart));
groupID = cumsum(groupStart);
for i = 1:sum(groupStart)
set(h(:,groupID==i), 'Color', colors(i,:))
end
Using boxchart with group separation lines (for color control see demo1, demo2, documentation demo.
% Create demo data : nxm matrix with 1 box per column
rng('default')
data = rand(100,15) + [1.0 1.3 0.8 0.95 1.02 1.05 1.08 1.2 1.0 1.03 1.06 0.90 0.95 0.80 1.1];
% Compute median of each column
dataMedians = median(data);
% Create boxplot
figure()
h = boxchart(data);
% Add group separation lines
groupStart = diff([inf,dataMedians])<0;
groupIdx = find(groupStart);
for i = 1:numel(groupIdx)
xline(groupIdx(i)-.5, 'k--', 'LineWidth',1)
end

更多回答（0 个）

类别

在 Help Center 和 File Exchange 中查找有关 Statistics and Machine Learning Toolbox 的更多信息

标签

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by