plot-opera-rAmCharts: Functions to render dynamic mixture graphs using rAmCharts

In Dralliag/opera: Online Prediction by Expert Aggregation

Functions to render dynamic mixture graphs using rAmCharts

Description

Functions to render dynamic mixture graphs using rAmCharts

Usage

plot_ridge_weights(
  data,
  colors = NULL,
  max_experts = 50,
  round = 3,
  xlab = NULL,
  ylab = NULL,
  main = NULL
)

plot_weights(
  data,
  colors = NULL,
  max_experts = 50,
  round = 3,
  xlab = NULL,
  ylab = NULL,
  main = NULL
)

boxplot_weights(
  data,
  colors = NULL,
  max_experts = 50,
  xlab = NULL,
  ylab = NULL,
  main = NULL
)

plot_dyn_avg_loss(
  data,
  colors = NULL,
  max_experts = 50,
  round = 3,
  xlab = NULL,
  ylab = NULL,
  main = NULL
)

plot_cumul_res(
  data,
  colors = NULL,
  max_experts = 50,
  round = 3,
  xlab = NULL,
  ylab = NULL,
  main = NULL
)

plot_avg_loss(
  data,
  colors = NULL,
  max_experts = 50,
  round = 3,
  xlab = NULL,
  ylab = NULL,
  main = NULL
)

plot_contrib(
  data,
  colors = NULL,
  alpha = 0.1,
  max_experts = 50,
  round = 3,
  xlab = NULL,
  ylab = NULL,
  main = NULL
)

Arguments

data	mixture object. Displays graphs.
colors	character. Colors of the lines and bullets.
max_experts	integer. Maximum number of experts to be displayed (only the more influencial).
round	integer. Precision of the displayed values.
xlab	character. Custom x-axis label (individual plot only)
ylab	character. Custom y-axis label (individual plot only)
main	character. Custom title (individual plot only)
alpha	numeric. Smoothing parameter for contribution plot (parameter 'f' of function lowess).

Value

a rAmCharts plot

Dralliag/opera documentation built on Jan. 31, 2023, 1:08 p.m.