Question: Using Python Programming and Iris Dataset , Suggest and illustrate the structure of neural network for this dataset (input layer, hidden layer and output layer)

Using Python Programming and Iris Dataset,

  1. Suggest and illustrate the structure of neural network for this dataset (input layer, hidden layer and output layer) (5 Marks)
  2. Screenshot the before and after normalization data (take few data ONLY) (5 Marks)
  3. Suggest and screenshot the initial weight of neural network (5 Marks)
  4. Using epoch=500 and learning rate =1, screenshot the error of backpropagation as well as weight changes (5 Marks)
  5. Using epoch=1000 and learning rate=1, screenshot the error of backpropagation as well as weight changes (5 Marks)
  6. Screenshot the accuracy and mean accuracy (5 Marks)
  7. Conclude your finding (5 Marks)

Complete source code (15 Marks)

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