Larger labels in Parallel Coordinates Plot

Plotly R, MATLAB, Julia, Net Plotly R
1

pcp
pcp1000×600 148 KB

I’ve attached my current parallel coordinates plot. Everything’s fine about it except that the labels are a little too small and unclear. The axis labels under “L” and “Update Rule” are a little hard to read—is there a way to make the label text black and increase the font size for all the text?

I’ve been looking at the documentation but adding the size parameter doesn’t work, I think I might be adding it in the wrong place.

size = list(size = 32)
pcp <- data %>%
  plot_ly(width = 1000, height = 600) %>%
  layout(title = "Parallel Coordinates Plot of Hyperparameter Data",
         scene = list(xaxis = size,
                      yaxis = size)) %>%
  add_trace(
    type = 'parcoords',
    line = list(
      color = ~ time_taken,
      colorscale = 'Viridis',
      showscale = TRUE,
      cmin = ~ min(time_taken),
      cmax = ~ max(time_taken)
    ),
    dimensions = list(
      list(
        range = c(0, 24),
        visible = TRUE,
        label = 'K',
        values = ~ K
      ),
      list(
        range = c(0, 24),
        visible = TRUE,
        label = 'N',
        values = ~ N
      ),
      list(
        range = c(0, 24),
        visible = TRUE,
        label = 'L',
        values = ~ L
      ),
      list(
        tickvals = c(-1, 0, 1),
        ticktext = c('Hebbian', 'anti-Hebbian', 'random walk'),
        label = 'Update Rule',
        values = ~ update_rule
      ),
      list(
        tickvals = c(-1, 1),
        ticktext = c('none', 'geometric'),
        label = 'Attack',
        values = ~ attack
      ),
      list(
        range = c( ~ min(time_taken),  ~ max(time_taken)),
        label = 'Training Time (s)',
        values = ~ time_taken
      ),
      list(
        range = c( ~ min(eve_score),  ~ max(eve_score)),
        label = 'Eve\'s score (%)',
        values = ~ eve_score
      )
    )
  )
pcp