Machine_Learning
说明： 斯坦福大学统计学习课程
(Standford University Statistical Learning course)
(Standford University Statistical Learning course)
文件列表:
Best_Subset_Regression.Rmd (1212, 2019-01-20)
Bootstrap.R (521, 2019-01-20)
Cross_validation.R (715, 2019-01-20)
Forward_Stepwise_Regression.R (1587, 2019-01-20)
Linear Discriminant Analysis.R (707, 2019-01-20)
Logistic_Regression.R (1606, 2019-01-20)
Model_Selection.R (527, 2019-01-20)
Regression.R (1522, 2019-01-20)
Rigid_Lasso.R (1168, 2019-01-20)
map.R (1092, 2019-01-20)
s3_files/ (0, 2019-01-20)
s3_files/boston/ (0, 2019-01-20)
s3_files/boston/tomslee_airbnb_boston_0054_2014-09-24.csv (136935, 2019-01-20)
Bootstrap.R (521, 2019-01-20)
Cross_validation.R (715, 2019-01-20)
Forward_Stepwise_Regression.R (1587, 2019-01-20)
Linear Discriminant Analysis.R (707, 2019-01-20)
Logistic_Regression.R (1606, 2019-01-20)
Model_Selection.R (527, 2019-01-20)
Regression.R (1522, 2019-01-20)
Rigid_Lasso.R (1168, 2019-01-20)
map.R (1092, 2019-01-20)
s3_files/ (0, 2019-01-20)
s3_files/boston/ (0, 2019-01-20)
s3_files/boston/tomslee_airbnb_boston_0054_2014-09-24.csv (136935, 2019-01-20)
# Statistical Learning
Follow tutorial of Standford University Statistical Learning
Use Airbnb Boston data
Overview of Boston Airbnb houses' information as following (each point indicates different neighborhood):
The most expensive neighborhood located at downtown area, also most houses are around Boston area.
The most expensive neighborhood located at downtown area, also most houses are around Boston area.
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