R 中的监督学习:回归
Nina Zumel and John Mount
Win-Vector LLC
cricket$prediction <- predict(cmodel)
predict() 默认返回训练数据的预测值ggplot(cricket, aes(x = prediction, y = temperature)) +
geom_point() +
geom_abline(color = "darkblue") +
ggtitle("temperature vs. linear model prediction")

newchirps <- data.frame(chirps_per_sec = 16.5)
newchirps$prediction <- predict(cmodel, newdata = newchirps)
newchirps
chirps_per_sec pred
1 16.5 79.53537

R 中的监督学习:回归