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Scripts from the best models | ||
## Scripts from the best models | ||
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# KMT2Ar-top20genes_typeLeukemia.py | ||
`KMT2Ar-top20genes_typeLeukemia.py` | ||
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Development of the models using the top 20 genes of the best model (LightGBM - 247 genes without clinical variables) + type leukemia variable. | ||
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# KMT2Ar-Model_Analysis-LeukType-top20genes.ipynb | ||
`KMT2Ar-Model_Analysis-LeukType-top20genes.ipynb` | ||
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Analysis of the developed models (confusion matrix; metrics; ROC curve; Shap values) | ||
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# ValidationTCGA_LightGBM_20genes+TypeLeukemia.ipynb | ||
`ValidationTCGA_LightGBM_20genes+TypeLeukemia.ipynb` | ||
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Analysis and validation model top 20 + variable Leukemia using TCGA dataset. |