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).