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Project - Identify classes of flowers in Iris

Objectives

  1. Use Iris dataset to identify the different 3 classes of flowers from the 4 given features using Decision Tree model.
  2. Fine-tune the model using one of the model fine-tuning techniques, and report the best possible combination of hyperparameters for the selected model.
  3. Use the selected model to make final predictions and report the values of various performance measures for the same.

Hint: Use the following code to get the Iris dataset

from sklearn.datasets import load_iris
iris = load_iris()

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