Wednesday

Using the Classify structured data with feature columns you prepared for today's class as a model example, train, validate and test a model that has wealth class as the target as follows.

  • import the dataset city_persons.csv to your PyCharm environment
  • Initially set the target to the least wealthy class, 2 in this case, and set all other wealth class outcomes to 0 (3,4 & 5)
  • Train, validate and test your model
  • Interpret and analyze your results. Did the model performance exhibit a particular trend?

For tomorrow, read and produce the script on Classify structured data using Keras Preprocessing Layers in preparation for class.