Visualize Low-Rank Relationships

Visualize Low-Rank Relationships

visualize_lowrank_relationships(
  X1,
  X2,
  V1,
  V2,
  plot_title = NULL,
  nm1 = "X1",
  nm2 = "X2",
  max_pairs = 5
)

Arguments

X1

First matrix (Subjects x Features)

X2

Second matrix (Subjects x Features)

V1

First feature loading matrix (Features x Components)

V2

Second feature loading matrix (Features x Components)

plot_title

Title of the plot

nm1

Label for view 1

nm2

Label for view 2

max_pairs

Maximum components to include in the pairs plot (Safety cap)