Computational Motor Control: Reinforcement Learning (JAIST summer course) hirokazutanaka
This is lecure 6 note for JAIST summer school on computational motor control (Hirokazu Tanaka & Hiroyuki Kambara). Lecture video: https://www.youtube.com/watch?v=GHMcx5F0_j8
28. Rで線形回帰
https://github.com/shunnakamu/machine_learning_training/blob/master/R/
02_LinearRegression.R
# load airquality data
data(airquality)
# check data summary
nrow(airquality)
names(airquality)
# linear regression
airquality.lm <- lm(Ozone ~ Solar.R + Wind + Temp, data=airquality)
summary(airquality.lm)
# see Multiple R-Squared
airquality.lm$residuals
# see average of error
mean(abs(airquality.lm$residuals))
# see function coefficients
airquality.lm$coefficients