|
193 | 193 | <tests> |
194 | 194 | <test> |
195 | 195 | <param name="non_commercial_use" value="True"/> |
196 | | - <param name="train_clin" value="train/clin" ftype="csv"/> |
197 | | - <param name="test_clin" value="test/clin" ftype="csv"/> |
198 | | - <param name="train_omics_main" value="train/gex" ftype="csv"/> |
199 | | - <param name="test_omics_main" value="test/gex" ftype="csv"/> |
200 | | - <param name="assay_main" value="bar"/> |
201 | | - <repeat name="omics"> |
202 | | - <param name="train_omics" value="train/cnv" ftype="csv"/> |
203 | | - <param name="test_omics" value="test/cnv" ftype="csv"/> |
204 | | - <param name="assay" value="foo"/> |
205 | | - </repeat> |
206 | 196 | <conditional name="training_type"> |
207 | 197 | <param name="model" value="s_train"/> |
| 198 | + <param name="train_clin" value="train/clin" ftype="csv"/> |
| 199 | + <param name="test_clin" value="test/clin" ftype="csv"/> |
| 200 | + <param name="train_omics_main" value="train/gex" ftype="csv"/> |
| 201 | + <param name="test_omics_main" value="test/gex" ftype="csv"/> |
| 202 | + <param name="assay_main" value="bar"/> |
| 203 | + <repeat name="omics"> |
| 204 | + <param name="train_omics" value="train/cnv" ftype="csv"/> |
| 205 | + <param name="test_omics" value="test/cnv" ftype="csv"/> |
| 206 | + <param name="assay" value="foo"/> |
| 207 | + </repeat> |
208 | 208 | <conditional name="model_class"> |
209 | 209 | <param name="model_class" value="DirectPred"/> |
210 | 210 | </conditional> |
211 | 211 | <param name="target_variables" value="Erlotinib"/> |
| 212 | + <param name="hpo_iter" value="1"/> |
212 | 213 | </conditional> |
213 | | - <param name="hpo_iter" value="1"/> |
214 | 214 | <output_collection name="results" type="list"> |
215 | 215 | <element name="job.embeddings_test"> |
216 | 216 | <assert_contents> |
|
263 | 263 | </test> |
264 | 264 | <test> |
265 | 265 | <param name="non_commercial_use" value="True"/> |
266 | | - <param name="train_clin" value="train/clin" ftype="csv"/> |
267 | | - <param name="test_clin" value="test/clin" ftype="csv"/> |
268 | | - <param name="train_omics_main" value="train/gex" ftype="csv"/> |
269 | | - <param name="test_omics_main" value="test/gex" ftype="csv"/> |
270 | | - <param name="assay_main" value="bar"/> |
271 | 266 | <conditional name="training_type"> |
272 | 267 | <param name="model" value="s_train"/> |
| 268 | + <param name="train_clin" value="train/clin" ftype="csv"/> |
| 269 | + <param name="test_clin" value="test/clin" ftype="csv"/> |
| 270 | + <param name="train_omics_main" value="train/gex" ftype="csv"/> |
| 271 | + <param name="test_omics_main" value="test/gex" ftype="csv"/> |
| 272 | + <param name="assay_main" value="bar"/> |
273 | 273 | <conditional name="model_class"> |
274 | 274 | <param name="model_class" value="DirectPred"/> |
275 | 275 | </conditional> |
276 | 276 | <param name="target_variables" value="Erlotinib"/> |
| 277 | + <param name="hpo_iter" value="1"/> |
277 | 278 | </conditional> |
278 | | - <param name="hpo_iter" value="1"/> |
279 | 279 | <output_collection name="results" type="list"> |
280 | 280 | <element name="job.embeddings_test"> |
281 | 281 | <assert_contents> |
|
323 | 323 | </test> |
324 | 324 | <test> |
325 | 325 | <param name="non_commercial_use" value="True"/> |
326 | | - <param name="train_clin" value="train/clin" ftype="csv"/> |
327 | | - <param name="test_clin" value="test/clin" ftype="csv"/> |
328 | | - <param name="train_omics_main" value="train/gex" ftype="csv"/> |
329 | | - <param name="test_omics_main" value="test/gex" ftype="csv"/> |
330 | | - <param name="assay_main" value="bar"/> |
331 | | - <repeat name="omics"> |
332 | | - <param name="train_omics" value="train/cnv" ftype="csv"/> |
333 | | - <param name="test_omics" value="test/cnv" ftype="csv"/> |
334 | | - <param name="assay" value="foo"/> |
335 | | - </repeat> |
336 | 326 | <conditional name="training_type"> |
337 | 327 | <param name="model" value="s_train"/> |
| 328 | + <param name="train_clin" value="train/clin" ftype="csv"/> |
| 329 | + <param name="test_clin" value="test/clin" ftype="csv"/> |
| 330 | + <param name="train_omics_main" value="train/gex" ftype="csv"/> |
| 331 | + <param name="test_omics_main" value="test/gex" ftype="csv"/> |
| 332 | + <param name="assay_main" value="bar"/> |
| 333 | + <repeat name="omics"> |
| 334 | + <param name="train_omics" value="train/cnv" ftype="csv"/> |
| 335 | + <param name="test_omics" value="test/cnv" ftype="csv"/> |
| 336 | + <param name="assay" value="foo"/> |
| 337 | + </repeat> |
338 | 338 | <conditional name="model_class"> |
339 | 339 | <param name="model_class" value="DirectPred"/> |
340 | 340 | </conditional> |
341 | 341 | <param name="target_variables" value="Irinotecan"/> |
| 342 | + <param name="hpo_iter" value="1"/> |
342 | 343 | </conditional> |
343 | | - <param name="hpo_iter" value="1"/> |
344 | 344 | <output_collection name="results" type="list"> |
345 | 345 | <element name="job.embeddings_test"> |
346 | 346 | <assert_contents> |
|
393 | 393 | </test> |
394 | 394 | <test> |
395 | 395 | <param name="non_commercial_use" value="True"/> |
396 | | - <param name="train_clin" value="train/clin" ftype="csv"/> |
397 | | - <param name="test_clin" value="test/clin" ftype="csv"/> |
398 | | - <param name="train_omics_main" value="train/gex" ftype="csv"/> |
399 | | - <param name="test_omics_main" value="test/gex" ftype="csv"/> |
400 | | - <param name="assay_main" value="bar"/> |
401 | | - <repeat name="omics"> |
402 | | - <param name="train_omics" value="train/cnv" ftype="csv"/> |
403 | | - <param name="test_omics" value="test/cnv" ftype="csv"/> |
404 | | - <param name="assay" value="foo"/> |
405 | | - </repeat> |
406 | 396 | <conditional name="training_type"> |
407 | 397 | <param name="model" value="us_train"/> |
| 398 | + <param name="train_clin" value="train/clin" ftype="csv"/> |
| 399 | + <param name="test_clin" value="test/clin" ftype="csv"/> |
| 400 | + <param name="train_omics_main" value="train/gex" ftype="csv"/> |
| 401 | + <param name="test_omics_main" value="test/gex" ftype="csv"/> |
| 402 | + <param name="assay_main" value="bar"/> |
| 403 | + <repeat name="omics"> |
| 404 | + <param name="train_omics" value="train/cnv" ftype="csv"/> |
| 405 | + <param name="test_omics" value="test/cnv" ftype="csv"/> |
| 406 | + <param name="assay" value="foo"/> |
| 407 | + </repeat> |
408 | 408 | <param name="model_class" value="supervised_vae"/> |
| 409 | + <param name="hpo_iter" value="1"/> |
409 | 410 | </conditional> |
410 | | - <param name="hpo_iter" value="1"/> |
411 | 411 | <output_collection name="results" type="list"> |
412 | 412 | <element name="job.embeddings_test"> |
413 | 413 | <assert_contents> |
|
433 | 433 | </test> |
434 | 434 | <test> |
435 | 435 | <param name="non_commercial_use" value="True"/> |
436 | | - <param name="train_clin" value="train/clin" ftype="csv"/> |
437 | | - <param name="test_clin" value="test/clin" ftype="csv"/> |
438 | | - <param name="train_omics_main" value="train/gex" ftype="csv"/> |
439 | | - <param name="test_omics_main" value="test/gex" ftype="csv"/> |
440 | | - <param name="assay_main" value="bar"/> |
441 | | - <param name="layer_main" value="input"/> |
442 | | - <repeat name="omics"> |
443 | | - <param name="train_omics" value="train/cnv" ftype="csv"/> |
444 | | - <param name="test_omics" value="test/cnv" ftype="csv"/> |
445 | | - <param name="assay" value="foo"/> |
446 | | - <param name="layer" value="output"/> |
447 | | - </repeat> |
448 | 436 | <conditional name="training_type"> |
449 | 437 | <param name="model" value="cm_train"/> |
| 438 | + <param name="train_clin" value="train/clin" ftype="csv"/> |
| 439 | + <param name="test_clin" value="test/clin" ftype="csv"/> |
| 440 | + <param name="train_omics_main" value="train/gex" ftype="csv"/> |
| 441 | + <param name="test_omics_main" value="test/gex" ftype="csv"/> |
| 442 | + <param name="assay_main" value="bar"/> |
| 443 | + <param name="layer_main" value="input"/> |
| 444 | + <repeat name="omics"> |
| 445 | + <param name="train_omics" value="train/cnv" ftype="csv"/> |
| 446 | + <param name="test_omics" value="test/cnv" ftype="csv"/> |
| 447 | + <param name="assay" value="foo"/> |
| 448 | + <param name="layer" value="output"/> |
| 449 | + </repeat> |
450 | 450 | <param name="model_class" value="CrossModalPred"/> |
| 451 | + <param name="hpo_iter" value="1"/> |
451 | 452 | </conditional> |
452 | | - <param name="hpo_iter" value="1"/> |
453 | 453 | <output_collection name="results" type="list"> |
454 | 454 | <element name="job.embeddings_test"> |
455 | 455 | <assert_contents> |
|
485 | 485 | </test> |
486 | 486 | <test> |
487 | 487 | <param name="non_commercial_use" value="True"/> |
488 | | - <param name="train_clin" value="train/clin" ftype="csv"/> |
489 | | - <param name="test_clin" value="test/clin" ftype="csv"/> |
490 | | - <param name="train_omics_main" value="train/gex" ftype="csv"/> |
491 | | - <param name="test_omics_main" value="test/gex" ftype="csv"/> |
492 | | - <param name="assay_main" value="bar"/> |
493 | | - <repeat name="omics"> |
494 | | - <param name="train_omics" value="train/cnv" ftype="csv"/> |
495 | | - <param name="test_omics" value="test/cnv" ftype="csv"/> |
496 | | - <param name="assay" value="foo"/> |
497 | | - </repeat> |
498 | 488 | <conditional name="training_type"> |
499 | 489 | <param name="model" value="s_train"/> |
| 490 | + <param name="train_clin" value="train/clin" ftype="csv"/> |
| 491 | + <param name="test_clin" value="test/clin" ftype="csv"/> |
| 492 | + <param name="train_omics_main" value="train/gex" ftype="csv"/> |
| 493 | + <param name="test_omics_main" value="test/gex" ftype="csv"/> |
| 494 | + <param name="assay_main" value="bar"/> |
| 495 | + <repeat name="omics"> |
| 496 | + <param name="train_omics" value="train/cnv" ftype="csv"/> |
| 497 | + <param name="test_omics" value="test/cnv" ftype="csv"/> |
| 498 | + <param name="assay" value="foo"/> |
| 499 | + </repeat> |
500 | 500 | <conditional name="model_class"> |
501 | 501 | <param name="model_class" value="GNN"/> |
502 | 502 | </conditional> |
503 | 503 | <param name="gnn_conv_type" value="GC"/> |
504 | 504 | <param name="string_organism" value="9606"/> |
505 | 505 | <param name="string_node_name" value="gene_name"/> |
506 | 506 | <param name="target_variables" value="Erlotinib"/> |
| 507 | + <param name="hpo_iter" value="1"/> |
507 | 508 | </conditional> |
508 | | - <param name="hpo_iter" value="1"/> |
509 | 509 | <output_collection name="results" type="list"> |
510 | 510 | <element name="job.embeddings_test"> |
511 | 511 | <assert_contents> |
|
558 | 558 | </test> |
559 | 559 | <test> |
560 | 560 | <param name="non_commercial_use" value="True"/> |
561 | | - <param name="train_clin" value="train/clin" ftype="csv"/> |
562 | | - <param name="test_clin" value="test/clin" ftype="csv"/> |
563 | | - <param name="train_omics_main" value="train/gex" ftype="csv"/> |
564 | | - <param name="test_omics_main" value="test/gex" ftype="csv"/> |
565 | | - <param name="assay_main" value="b ar"/> |
566 | | - <repeat name="omics"> |
567 | | - <param name="train_omics" value="train/cnv" ftype="csv"/> |
568 | | - <param name="test_omics" value="test/cnv" ftype="csv"/> |
569 | | - <param name="assay" value="f oo"/> |
570 | | - </repeat> |
571 | 561 | <conditional name="training_type"> |
572 | 562 | <param name="model" value="us_train"/> |
| 563 | + <param name="train_clin" value="train/clin" ftype="csv"/> |
| 564 | + <param name="test_clin" value="test/clin" ftype="csv"/> |
| 565 | + <param name="train_omics_main" value="train/gex" ftype="csv"/> |
| 566 | + <param name="test_omics_main" value="test/gex" ftype="csv"/> |
| 567 | + <param name="assay_main" value="b ar"/> |
| 568 | + <repeat name="omics"> |
| 569 | + <param name="train_omics" value="train/cnv" ftype="csv"/> |
| 570 | + <param name="test_omics" value="test/cnv" ftype="csv"/> |
| 571 | + <param name="assay" value="f oo"/> |
| 572 | + </repeat> |
573 | 573 | <param name="model_class" value="supervised_vae"/> |
| 574 | + <param name="hpo_iter" value="1"/> |
574 | 575 | </conditional> |
575 | | - <param name="hpo_iter" value="1"/> |
576 | 576 | <output_collection name="results" type="list"> |
577 | 577 | <element name="job.embeddings_test"> |
578 | 578 | <assert_contents> |
|
598 | 598 | </test> |
599 | 599 | <test> |
600 | 600 | <param name="non_commercial_use" value="True"/> |
601 | | - <param name="train_clin" value="train/clin" ftype="csv"/> |
602 | | - <param name="test_clin" value="test/clin" ftype="csv"/> |
603 | | - <param name="train_omics_main" value="train/gex" ftype="csv"/> |
604 | | - <param name="test_omics_main" value="test/gex" ftype="csv"/> |
605 | | - <param name="assay_main" value="bar"/> |
606 | | - <repeat name="omics"> |
607 | | - <param name="train_omics" value="train/cnv" ftype="csv"/> |
608 | | - <param name="test_omics" value="test/cnv" ftype="csv"/> |
609 | | - <param name="assay" value="foo"/> |
610 | | - </repeat> |
611 | 601 | <conditional name="training_type"> |
612 | 602 | <param name="model" value="s_train"/> |
| 603 | + <param name="train_clin" value="train/clin" ftype="csv"/> |
| 604 | + <param name="test_clin" value="test/clin" ftype="csv"/> |
| 605 | + <param name="train_omics_main" value="train/gex" ftype="csv"/> |
| 606 | + <param name="test_omics_main" value="test/gex" ftype="csv"/> |
| 607 | + <param name="assay_main" value="bar"/> |
| 608 | + <repeat name="omics"> |
| 609 | + <param name="train_omics" value="train/cnv" ftype="csv"/> |
| 610 | + <param name="test_omics" value="test/cnv" ftype="csv"/> |
| 611 | + <param name="assay" value="foo"/> |
| 612 | + </repeat> |
613 | 613 | <conditional name="model_class"> |
614 | 614 | <param name="model_class" value="XGBoost"/> |
615 | 615 | </conditional> |
616 | 616 | <param name="target_variables" value="Erlotinib"/> |
| 617 | + <param name="hpo_iter" value="1"/> |
617 | 618 | </conditional> |
618 | | - <param name="hpo_iter" value="1"/> |
619 | 619 | <output_collection name="results" type="list"> |
620 | 620 | <element name="job.stats"> |
621 | 621 | <assert_contents> |
|
628 | 628 | </test> |
629 | 629 | <test> |
630 | 630 | <param name="non_commercial_use" value="True"/> |
631 | | - <param name="train_clin" value="train/clin" ftype="csv"/> |
632 | | - <param name="test_clin" value="test/clin" ftype="csv"/> |
633 | | - <param name="train_omics_main" value="train/gex" ftype="csv"/> |
634 | | - <param name="test_omics_main" value="test/gex" ftype="csv"/> |
635 | | - <param name="assay_main" value="bar"/> |
636 | | - <repeat name="omics"> |
637 | | - <param name="train_omics" value="train/cnv" ftype="csv"/> |
638 | | - <param name="test_omics" value="test/cnv" ftype="csv"/> |
639 | | - <param name="assay" value="foo"/> |
640 | | - </repeat> |
641 | 631 | <conditional name="training_type"> |
642 | 632 | <param name="model" value="s_train"/> |
| 633 | + <param name="train_clin" value="train/clin" ftype="csv"/> |
| 634 | + <param name="test_clin" value="test/clin" ftype="csv"/> |
| 635 | + <param name="train_omics_main" value="train/gex" ftype="csv"/> |
| 636 | + <param name="test_omics_main" value="test/gex" ftype="csv"/> |
| 637 | + <param name="assay_main" value="bar"/> |
| 638 | + <repeat name="omics"> |
| 639 | + <param name="train_omics" value="train/cnv" ftype="csv"/> |
| 640 | + <param name="test_omics" value="test/cnv" ftype="csv"/> |
| 641 | + <param name="assay" value="foo"/> |
| 642 | + </repeat> |
643 | 643 | <conditional name="model_class"> |
644 | 644 | <param name="model_class" value="DirectPred"/> |
645 | 645 | </conditional> |
646 | 646 | <param name="target_variables" value="Erlotinib"/> |
| 647 | + <param name="hpo_iter" value="1"/> |
| 648 | + <param name="feature_importance_method" value="IntegratedGradients"/> |
| 649 | + <param name="val_size" value="0.2"/> |
647 | 650 | </conditional> |
648 | | - <param name="hpo_iter" value="1"/> |
649 | | - <param name="feature_importance_method" value="IntegratedGradients"/> |
650 | | - <param name="val_size" value="0.2"/> |
651 | 651 | <output_collection name="results" type="list"> |
652 | 652 | <element name="job.embeddings_test"> |
653 | 653 | <assert_contents> |
|
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