資源簡介
離群點檢測的算法,適應于MATLAB,包含關于距離和LOF的聚類算法
代碼片段和文件信息
close?all;
clear?all;
clc;
[datatxt]=xlsread(‘F:\MATLAB\R2011b\work\Alipay_data\Trade_Data.xls‘‘295446‘);?
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%日期數據轉化
date?=?txt(:1);?%%%日期數據
[ab]?=?size(date);
date=?datenum(date(2:a1)‘yyyy-mm-dd‘);
datestr?=?datestr(date19);
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
[ab]=size(data);
Gate_C?????=?data(10:42015);??
Rate_C?????=?data(:18);???????%活躍用戶變化率
Rate_F_C???=?data(:21);??????
Rate_W_F_C?=?data(:24);???????
Rate_S_T???=?data(:25);???????
Rate_S_P???=?data(:26);???????
index=Rate_S_P;??%%選取特殊的指標
figure;
ORI=plot(date(1:401)index(1:401)‘b‘);
set(gca‘xtick‘date(1):(date(401)-date(1))/50:date(401));
set(gca‘XTickLabel‘datestr(1:8:401:));?
%datetick(‘x‘19);
hold?on;
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2017-01-11?20:10??outlier\
?????目錄???????????0??2010-08-10?19:25??outlier\.svn\
?????文件????????1244??2010-08-10?19:25??outlier\.svn\all-wcprops
?????文件????????1712??2010-08-10?19:25??outlier\.svn\entries
?????目錄???????????0??2010-08-10?19:21??outlier\.svn\prop-ba
?????目錄???????????0??2010-08-10?19:21??outlier\.svn\props\
?????目錄???????????0??2010-08-10?19:25??outlier\.svn\text-ba
?????文件?????????246??2010-08-10?19:22??outlier\.svn\text-ba
?????文件????????2161??2010-08-10?19:21??outlier\.svn\text-ba
?????文件?????????522??2010-08-10?19:22??outlier\.svn\text-ba
?????文件????????2755??2010-08-10?19:22??outlier\.svn\text-ba
?????文件????????1822??2010-08-10?19:25??outlier\.svn\text-ba
?????文件?????????817??2010-08-10?19:22??outlier\.svn\text-ba
?????文件?????????644??2010-08-10?19:23??outlier\.svn\text-ba
?????文件?????????547??2010-08-10?19:22??outlier\.svn\text-ba
?????文件?????????663??2010-08-10?19:22??outlier\.svn\text-ba
?????目錄???????????0??2010-08-10?19:25??outlier\.svn\tmp\
?????目錄???????????0??2010-08-10?19:21??outlier\.svn\tmp\prop-ba
?????目錄???????????0??2010-08-10?19:21??outlier\.svn\tmp\props\
?????目錄???????????0??2010-08-10?19:23??outlier\.svn\tmp\text-ba
?????文件?????????246??2002-11-06?19:00??outlier\data.txt
?????文件????????2290??2013-05-23?10:15??outlier\data_analysis.m
?????文件?????????953??2013-06-03?10:27??outlier\kmeans_with_outlier_eliminate.m
?????文件????????1511??2016-04-25?21:57??outlier\LOF.m
?????文件?????????781??2006-07-25?20:26??outlier\OutlierFind.m
?????文件????????2161??2003-05-09?19:05??outlier\Outlier_Demo.m
?????文件????????3409??2007-09-13?09:30??outlier\Outlier_Global.m
?????文件????????2755??2003-05-10?17:50??outlier\outlier_readme.txt
?????文件????????1822??2003-05-09?12:00??outlier\Outlier_Scatter.m
?????文件????????3706??2007-09-13?09:38??outlier\Outlier_Test.m
?????文件?????????644??2003-05-09?10:49??outlier\Outlier_Variogram.m
............此處省略4個文件信息
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