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Using the machine learning algorithm: Decision Tree, and the S1_Originaldata.csv database
with cells into neoplastic astrocytes from the periphery, i.e., infiltrating neoplastic cells, and the
tumor core: a) Apply some technique to solve the class imbalance problem present in the
database, and evaluate the performance ( 80pts) b) Discuss the results obtained (different
metrics) ( 20 pts)

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Using the machine learning algorithm Decision Tree, and the S1_Origi.pdf

  • 1. Using the machine learning algorithm: Decision Tree, and the S1_Originaldata.csv database with cells into neoplastic astrocytes from the periphery, i.e., infiltrating neoplastic cells, and the tumor core: a) Apply some technique to solve the class imbalance problem present in the database, and evaluate the performance ( 80pts) b) Discuss the results obtained (different metrics) ( 20 pts)