常见预测模型

Lasso：https://cloud.tencent.com/developer/article/1621581

岭回归：https://cloud.tencent.com/developer/article/1664071

弹性网络（这个国外网站可以学着）：https://daviddalpiaz.github.io/r4sl/elastic-net.html

performace函数

#函数performance

performance <- function(table, n=2){

  if(!all(dim(table) == c(2,2)))

    stop("Must be a 2 x 2 table")

  tn = table[1,1]

  fp = table[1,2]

  fn = table[2,1]

  tp = table[2,2]

  sensitivity = tp/(tp+fn)

  specificity = tn/(tn+fp)

  ppp = tp/(tp+fp)

  npp = tn/(tn+fn)

  hitrate = (tp+tn)/(tp+tn+fp+fn)

  result <- paste("Sensitivity = ", round(sensitivity, n) ,

                  "\nSpecificity = ", round(specificity, n),

                  "\nPositive Predictive Value = ", round(ppp, n),

                  "\nNegative Predictive Value = ", round(npp, n),

                  "\nAccuracy = ", round(hitrate, n), "\n", sep="")

  cat(result)

}