MicrobiomeClassifier()In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook.
| \n", + " | algorithm | \n", + "'random_forest' | \n", + "
| \n", + " | preprocessing | \n", + "'auto' | \n", + "
MicrobiomeClassifier(algorithm='logistic')In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook.
| \n", + " | algorithm | \n", + "'logistic' | \n", + "
| \n", + " | preprocessing | \n", + "'auto' | \n", + "
| \n", + " | Methanoculleus marisnigri [1] | \n", + "Methanococcoides burtonii [10] | \n", + "Thermococcus kodakarensis [100] | \n", + "Victivallis vadensis [1000] | \n", + "Gemmatimonas aurantiaca [1001] | \n", + "Fibrobacter succinogenes [1002] | \n", + "unnamed Verrucomicrobiae bacterium DG1235 [1003] | \n", + "Opitutus terrae [1004] | \n", + "Coraliomargarita akajimensis [1005] | \n", + "Verrucomicrobium spinosum [1006] | \n", + "... | \n", + "Marinithermus hydrothermalis [991] | \n", + "Deinococcus radiodurans [992] | \n", + "Deinococcus deserti [993] | \n", + "Deinococcus geothermalis [994] | \n", + "Deinococcus proteolyticus [995] | \n", + "Deinococcus maricopensis [996] | \n", + "Truepera radiovictrix [997] | \n", + "Rhodothermus marinus [998] | \n", + "Salinibacter ruber [999] | \n", + "Group | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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1 rows × 1754 columns
\n", + "| \n", + " | Methanoculleus marisnigri [1] | \n", + "Methanococcoides burtonii [10] | \n", + "Thermococcus kodakarensis [100] | \n", + "Victivallis vadensis [1000] | \n", + "Gemmatimonas aurantiaca [1001] | \n", + "Fibrobacter succinogenes [1002] | \n", + "unnamed Verrucomicrobiae bacterium DG1235 [1003] | \n", + "Opitutus terrae [1004] | \n", + "Coraliomargarita akajimensis [1005] | \n", + "Verrucomicrobium spinosum [1006] | \n", + "... | \n", + "Marinithermus hydrothermalis [991] | \n", + "Deinococcus radiodurans [992] | \n", + "Deinococcus deserti [993] | \n", + "Deinococcus geothermalis [994] | \n", + "Deinococcus proteolyticus [995] | \n", + "Deinococcus maricopensis [996] | \n", + "Truepera radiovictrix [997] | \n", + "Rhodothermus marinus [998] | \n", + "Salinibacter ruber [999] | \n", + "Group | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "- | \n", + "- | \n", + "- | \n", + "- | \n", + "- | \n", + "- | \n", + "- | \n", + "- | \n", + "- | \n", + "- | \n", + "... | \n", + "- | \n", + "- | \n", + "- | \n", + "- | \n", + "- | \n", + "- | \n", + "- | \n", + "- | \n", + "- | \n", + "0.0 | \n", + "
| 0 | \n", + "- | \n", + "- | \n", + "- | \n", + "- | \n", + "- | \n", + "- | \n", + "- | \n", + "- | \n", + "- | \n", + "- | \n", + "... | \n", + "- | \n", + "- | \n", + "- | \n", + "- | \n", + "- | \n", + "- | \n", + "- | \n", + "- | \n", + "- | \n", + "0.0 | \n", + "
| 0 | \n", + "- | \n", + "- | \n", + "- | \n", + "- | \n", + "- | \n", + "- | \n", + "- | \n", + "- | \n", + "- | \n", + "- | \n", + "... | \n", + "- | \n", + "- | \n", + "- | \n", + "- | \n", + "- | \n", + "- | \n", + "- | \n", + "- | \n", + "- | \n", + "0.0 | \n", + "
3 rows × 1754 columns
\n", + "