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Update and rename Readme.txt to Readme.md
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tncristiane authored Apr 21, 2022
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Scripts from the best models
## Scripts from the best models

# KMT2Ar-top20genes_typeLeukemia.py
`KMT2Ar-top20genes_typeLeukemia.py`

Development of the models using the top 20 genes of the best model (LightGBM - 247 genes without clinical variables) + type leukemia variable.

# KMT2Ar-Model_Analysis-LeukType-top20genes.ipynb
`KMT2Ar-Model_Analysis-LeukType-top20genes.ipynb`

Analysis of the developed models (confusion matrix; metrics; ROC curve; Shap values)

# ValidationTCGA_LightGBM_20genes+TypeLeukemia.ipynb
`ValidationTCGA_LightGBM_20genes+TypeLeukemia.ipynb`

Analysis and validation model top 20 + variable Leukemia using TCGA dataset.

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