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資源簡介

R語言回歸方法和機(jī)器學(xué)習(xí)方法的講解,課件是pdf形式 R代碼-機(jī)器學(xué)習(xí)方法包括決策樹、隨機(jī)森林、svm、神經(jīng)網(wǎng)絡(luò)、boosting、bagging以及各種回歸方法 其中包含一些數(shù)據(jù)及例子以供參考。

資源截圖

代碼片段和文件信息

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----

?????文件?????139309??2014-12-20?15:18??課件\10生存分析surv.pdf

?????文件????7448681??2015-01-04?22:38??課件\11MV2.pdf

?????文件?????399291??2014-11-20?13:42??課件\1Missleading.pdf

?????文件?????238688??2014-12-01?23:11??課件\2MaR回歸方法及交叉驗(yàn)證.pdf

?????文件????1110170??2014-11-27?22:14??課件\3分類計(jì)算和交叉驗(yàn)證MaL.pdf

?????文件?????169626??2014-11-27?22:14??課件\4廣義線性模型glm.pdf

?????文件?????239430??2014-12-02?23:35??課件\5人工神經(jīng)網(wǎng)絡(luò)Net.pdf

?????文件?????104387??2014-12-02?23:35??課件\6支持向量機(jī)SVM.pdf

?????文件????1053383??2014-12-22?19:28??課件\7路徑模型(結(jié)構(gòu)方程模型)SEM.pdf

?????文件?????313866??2014-12-22?21:35??課件\8關(guān)聯(lián)規(guī)則分析Assoc.pdf

?????文件????1558380??2014-12-27?14:05??課件\9縱向數(shù)據(jù)long.pdf

?????文件????????601??2014-12-02?12:52??課件\MaR回歸方法及交叉驗(yàn)證最后總結(jié).txt

?????文件?????675678??2015-01-15?09:35??課件\mboost_tutorial?(1).pdf

?????文件???????8062??2014-12-05?20:40??課件\分類代碼和自動交叉驗(yàn)證的模板.R

?????文件???????8863??2014-12-05?20:40??課件\回歸代碼和自動交叉驗(yàn)證的模板.R

?????文件???????3056??2014-12-01?23:11??課件\數(shù)據(jù)\airquality.csv

?????文件??????22824??2010-02-18?14:45??課件\數(shù)據(jù)\alda\alcohol1_level1_resid.csv

?????文件???????7031??2010-02-18?14:45??課件\數(shù)據(jù)\alda\alcohol1_level2_resid.csv

?????文件??????12639??2010-03-19?08:51??課件\數(shù)據(jù)\alda\alcohol1_pp.csv

?????文件??????12639??2010-03-19?08:51??課件\數(shù)據(jù)\alda\alcohol1_pp.txt

?????文件??????63746??2010-02-18?14:45??課件\數(shù)據(jù)\alda\alcohol1_residuals.csv

?????文件??????55371??2010-02-18?14:45??課件\數(shù)據(jù)\alda\alcohol2.csv

?????文件?????226952??2010-02-18?14:45??課件\數(shù)據(jù)\alda\alcohol2_pp.csv

?????文件???????1875??2010-03-19?08:51??課件\數(shù)據(jù)\alda\alcohol_relapse.csv

?????文件???????1875??2010-03-19?08:51??課件\數(shù)據(jù)\alda\alcohol_relapse.txt

?????文件????????129??2010-03-19?08:51??課件\數(shù)據(jù)\alda\berkeley_pp.csv

?????文件????????129??2010-03-19?08:51??課件\數(shù)據(jù)\alda\berkeley_pp.txt

?????文件???????1116??2010-03-19?08:51??課件\數(shù)據(jù)\alda\cocaine_relapse.csv

?????文件???????1116??2010-03-19?08:51??課件\數(shù)據(jù)\alda\cocaine_relapse.txt

?????文件???????4744??2010-03-19?08:51??課件\數(shù)據(jù)\alda\congress.csv

............此處省略77個文件信息

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