資源簡介
【模式識別小作業】邏輯回歸模型(logistic regression model)+Matlab實現+UCI的Iris和Seeds數據集+分類問題 包含:完整全套代碼+readme+報告
代碼片段和文件信息
clear;
clc;
data=load(‘iris1.txt‘);?
A1=data(:2);?%Take?the?2nd?and?3rd?attribute?values?to?draw?the?picture
A2=data(:3);?
%Read?previous?calculation?results
allattr=data(:1:4);?
beitadata=load(‘iris_baita.txt‘);?
baita=beitadata(:);?
m=1;
n=1;
for?b=1:1:100?%Calculate?the?test?results?of?the?entire?data?set
????result(b)=baita(1)*allattr(b1)+baita(2)*allattr(b2)+baita(3)*allattr(b3)+baita(4)*allattr(b4)+baita(5);
????if?result(b)<0??%The?test?result?is?negative?and?it?means?the?first?flower
????????A1_shi(m)=A1(b1);
????????A2_shi(m)=A2(b1);
????????m=m+1;
????elseif?result(b)>=0?%The?test?result?is?positive?and?it?means?the?second?flower
????????A1_yuan(n)=A1(b1);
????????A2_yuan(n)=A2(b1);
????????n=n+1;
????end
end
%Draw?various?points
plo
?屬性????????????大小?????日期????時間???名稱
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?????文件??????21641??2019-10-06?16:34??1932938_JiahaoLu_assignment1\iris_dataset\image.jpg
?????文件?????????55??2019-10-06?16:36??1932938_JiahaoLu_assignment1\iris_dataset\image_baita.txt
?????文件???????4551??2019-10-02?15:34??1932938_JiahaoLu_assignment1\iris_dataset\iris.data
?????文件????????784??2019-10-06?08:59??1932938_JiahaoLu_assignment1\iris_dataset\Iris.mat
?????文件???????1808??2019-10-06?08:59??1932938_JiahaoLu_assignment1\iris_dataset\iris1.txt
?????文件?????????50??2019-10-06?10:13??1932938_JiahaoLu_assignment1\iris_dataset\iris_baita.txt
?????文件????????191??2019-10-06?10:32??1932938_JiahaoLu_assignment1\iris_dataset\iris_result.txt
?????文件????????368??2019-10-06?08:59??1932938_JiahaoLu_assignment1\iris_dataset\iris_test.txt
?????文件???????1440??2019-10-06?08:59??1932938_JiahaoLu_assignment1\iris_dataset\iris_train.txt
?????文件???????1765??2019-10-06?19:44??1932938_JiahaoLu_assignment1\iris_dataset\plotimage.m
?????文件???????4126??2019-10-06?19:33??1932938_JiahaoLu_assignment1\iris_dataset\regression.m
?????文件????????573??2019-10-06?20:19??1932938_JiahaoLu_assignment1\README.txt
?????文件?????196342??2019-10-06?23:35??1932938_JiahaoLu_assignment1\Report.docx
?????文件???????3249??2019-10-06?19:56??1932938_JiahaoLu_assignment1\seeds_dataset\regression.m
?????文件????????106??2019-10-06?19:57??1932938_JiahaoLu_assignment1\seeds_dataset\seeds_baita.txt
?????文件???????9300??2019-10-06?16:47??1932938_JiahaoLu_assignment1\seeds_dataset\seeds_dataset.txt
?????文件???????6345??2019-10-06?19:56??1932938_JiahaoLu_assignment1\seeds_dataset\seeds_dataset1.txt
?????文件????????275??2019-10-06?19:57??1932938_JiahaoLu_assignment1\seeds_dataset\seeds_result.txt
?????文件????????913??2019-10-06?19:56??1932938_JiahaoLu_assignment1\seeds_dataset\seeds_test.txt
?????文件???????5432??2019-10-06?19:56??1932938_JiahaoLu_assignment1\seeds_dataset\seeds_train.txt
?????目錄??????????0??2019-10-06?19:44??1932938_JiahaoLu_assignment1\iris_dataset
?????目錄??????????0??2019-10-06?23:36??1932938_JiahaoLu_assignment1\seeds_dataset
?????目錄??????????0??2019-10-06?23:35??1932938_JiahaoLu_assignment1
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