資源簡介
R語言回歸方法和機器學習方法的講解,課件是pdf形式
R代碼-機器學習方法包括決策樹、隨機森林、svm、神經網絡、boosting、bagging以及各種回歸方法
其中包含一些數據及例子以供參考。
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回歸方法及交叉驗證.pdf
?????文件????1110170??2014-11-27?22:14??課件\3分類計算和交叉驗證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人工神經網絡Net.pdf
?????文件?????104387??2014-12-02?23:35??課件\6支持向量機SVM.pdf
?????文件????1053383??2014-12-22?19:28??課件\7路徑模型(結構方程模型)SEM.pdf
?????文件?????313866??2014-12-22?21:35??課件\8關聯規則分析Assoc.pdf
?????文件????1558380??2014-12-27?14:05??課件\9縱向數據long.pdf
?????文件????????601??2014-12-02?12:52??課件\MaR回歸方法及交叉驗證最后總結.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證的模板.R
?????文件???????3056??2014-12-01?23:11??課件\數據\airquality.csv
?????文件??????22824??2010-02-18?14:45??課件\數據\alda\alcohol1_level1_resid.csv
?????文件???????7031??2010-02-18?14:45??課件\數據\alda\alcohol1_level2_resid.csv
?????文件??????12639??2010-03-19?08:51??課件\數據\alda\alcohol1_pp.csv
?????文件??????12639??2010-03-19?08:51??課件\數據\alda\alcohol1_pp.txt
?????文件??????63746??2010-02-18?14:45??課件\數據\alda\alcohol1_residuals.csv
?????文件??????55371??2010-02-18?14:45??課件\數據\alda\alcohol2.csv
?????文件?????226952??2010-02-18?14:45??課件\數據\alda\alcohol2_pp.csv
?????文件???????1875??2010-03-19?08:51??課件\數據\alda\alcohol_relapse.csv
?????文件???????1875??2010-03-19?08:51??課件\數據\alda\alcohol_relapse.txt
?????文件????????129??2010-03-19?08:51??課件\數據\alda\berkeley_pp.csv
?????文件????????129??2010-03-19?08:51??課件\數據\alda\berkeley_pp.txt
?????文件???????1116??2010-03-19?08:51??課件\數據\alda\cocaine_relapse.csv
?????文件???????1116??2010-03-19?08:51??課件\數據\alda\cocaine_relapse.txt
?????文件???????4744??2010-03-19?08:51??課件\數據\alda\congress.csv
............此處省略77個文件信息
-----------?---------??----------?-----??----
?????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回歸方法及交叉驗證.pdf
?????文件????1110170??2014-11-27?22:14??課件\3分類計算和交叉驗證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人工神經網絡Net.pdf
?????文件?????104387??2014-12-02?23:35??課件\6支持向量機SVM.pdf
?????文件????1053383??2014-12-22?19:28??課件\7路徑模型(結構方程模型)SEM.pdf
?????文件?????313866??2014-12-22?21:35??課件\8關聯規則分析Assoc.pdf
?????文件????1558380??2014-12-27?14:05??課件\9縱向數據long.pdf
?????文件????????601??2014-12-02?12:52??課件\MaR回歸方法及交叉驗證最后總結.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證的模板.R
?????文件???????3056??2014-12-01?23:11??課件\數據\airquality.csv
?????文件??????22824??2010-02-18?14:45??課件\數據\alda\alcohol1_level1_resid.csv
?????文件???????7031??2010-02-18?14:45??課件\數據\alda\alcohol1_level2_resid.csv
?????文件??????12639??2010-03-19?08:51??課件\數據\alda\alcohol1_pp.csv
?????文件??????12639??2010-03-19?08:51??課件\數據\alda\alcohol1_pp.txt
?????文件??????63746??2010-02-18?14:45??課件\數據\alda\alcohol1_residuals.csv
?????文件??????55371??2010-02-18?14:45??課件\數據\alda\alcohol2.csv
?????文件?????226952??2010-02-18?14:45??課件\數據\alda\alcohol2_pp.csv
?????文件???????1875??2010-03-19?08:51??課件\數據\alda\alcohol_relapse.csv
?????文件???????1875??2010-03-19?08:51??課件\數據\alda\alcohol_relapse.txt
?????文件????????129??2010-03-19?08:51??課件\數據\alda\berkeley_pp.csv
?????文件????????129??2010-03-19?08:51??課件\數據\alda\berkeley_pp.txt
?????文件???????1116??2010-03-19?08:51??課件\數據\alda\cocaine_relapse.csv
?????文件???????1116??2010-03-19?08:51??課件\數據\alda\cocaine_relapse.txt
?????文件???????4744??2010-03-19?08:51??課件\數據\alda\congress.csv
............此處省略77個文件信息
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