(
umap_Y,
umap_T,
umap_C,
umap_P,
train_Y,
train_T,
train_C,
train_P,
test_Y=None,
test_T=None,
test_C=None,
test_P=None,
total_train_size="",
total_test_size="",
info="",
output_dir="",
orig_space_dim=0,
)
| 609 | |
| 610 | |
| 611 | def visualize_umap_data( |
| 612 | umap_Y, |
| 613 | umap_T, |
| 614 | umap_C, |
| 615 | umap_P, |
| 616 | train_Y, |
| 617 | train_T, |
| 618 | train_C, |
| 619 | train_P, |
| 620 | test_Y=None, |
| 621 | test_T=None, |
| 622 | test_C=None, |
| 623 | test_P=None, |
| 624 | total_train_size="", |
| 625 | total_test_size="", |
| 626 | info="", |
| 627 | output_dir="", |
| 628 | orig_space_dim=0, |
| 629 | ): |
| 630 | # all classes |
| 631 | plot_all_data_3( |
| 632 | umap_Y=umap_Y, |
| 633 | umap_T=umap_T, |
| 634 | train_Y=train_Y, |
| 635 | train_T=train_T, |
| 636 | test_Y=test_Y, |
| 637 | test_T=test_T, |
| 638 | total_train_size=total_train_size, |
| 639 | total_test_size=total_test_size, |
| 640 | info=info, |
| 641 | output_dir=output_dir, |
| 642 | orig_space_dim=orig_space_dim, |
| 643 | ) |
| 644 | |
| 645 | # all predictions |
| 646 | plot_all_data_3( |
| 647 | umap_Y=umap_Y, |
| 648 | umap_T=umap_P, |
| 649 | train_Y=train_Y, |
| 650 | train_T=train_P, |
| 651 | test_Y=test_Y, |
| 652 | test_T=test_P, |
| 653 | total_train_size=total_train_size, |
| 654 | total_test_size=total_test_size, |
| 655 | info=info + ", all-predictions", |
| 656 | output_dir=output_dir, |
| 657 | orig_space_dim=orig_space_dim, |
| 658 | ) |
| 659 | |
| 660 | # class 0 |
| 661 | plot_one_class_3( |
| 662 | umap_Y=umap_Y, |
| 663 | umap_T=umap_T, |
| 664 | train_Y=train_Y, |
| 665 | train_T=train_T, |
| 666 | test_Y=test_Y, |
| 667 | test_T=test_T, |
| 668 | target=0, |
no test coverage detected