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Generate three datasets with given details

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Zuzanna
Zuzanna 2023-1-17
关闭： Rik 2023-1-18
Hi,
I need to perform such task:
Generate three datasets (data, dataB and dataC), every one containing two features and two classes (0 and 1) with 100 points for each class. Draw the data from random distributions with the following parameters:
a. DataA: class 0: mean = 0, standard deviation = 1, class 1: mean = 3 standard deviation = 0.5 b.
DataB: class 0: mean = 0, standard deviation = 1, class 1: mean = 2 standard deviation = 1
c. DataC: class 0: mean = 0, standard deviation = 1, class 1: mean = 1 standard deviation = 2
Is this code is relevant to the task?
% Data A
Class0=randn(100,2);
label_0=zeros(100,1);
Class1=0.5*randn(100,2)+3
label_1=ones(100,1)
data_a=[[Class0, label_0];[Class1, label_1]]
% Data B
Class0=randn(100,2);
label_0=zeros(100,1);
Class1=1*randn(100,2)+2
label_1=ones(100,1)
data_b=[[Class0, label_0];[Class1, label_1]]
% Data C
Class0=randn(100,2);
label_0=zeros(100,1);
Class1=2*randn(100,2)+1
label_1=ones(100,1)
data_c=[[Class0, label_0];[Class1, label_1]]

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