library(argparser)
parser <- arg_parser("Simulate data and fit corrected models.")
-parser <- add_argument(parser, "--infile", default="", help="name of the file to read.")
+parser <- add_argument(parser, "--infile", default="example_4.feather", help="name of the file to read.")
parser <- add_argument(parser, "--remember-file", default="remembr.RDS", help="name of the remember file.")
parser <- add_argument(parser, "--name", default="", help="The name to safe the data to in the remember file.")
args <- parse_args(parser)
change.remember.file(args$remember_file, clear=TRUE)
sims.df <- read_feather(args$infile)
sims.df[,Bzx:=NA]
+sims.df[,y_explained_variance:=NA]
sims.df[,accuracy_imbalance_difference:=NA]
plot.df <- build_plot_dataset(sims.df)
remember(median(sims.df$cor.xz),'med.cor.xz')
remember(median(sims.df$accuracy),'med.accuracy')
remember(median(sims.df$error.cor.x),'med.error.cor.x')
+remember(median(sims.df$error.cor.z),'med.error.cor.z')
remember(median(sims.df$lik.ratio),'med.lik.ratio')