CSSE 413: Day 8

Outline

• Discussion of paper
• Basic properties of data sets:
  • Data set and NN are appropriately sized
  • Input of data set captures the domain to be modeled, avoids OOD cases
  • Desired output of data set has desired distribution.
• Splitting data sets for training and assessment

Materials

• Training, validation and test data sets
• Inputs and desired outputs of a skewed data set.
• Inputs and desired outputs of a more realistic data set

Assignment

• Day 13, 23:59: NN assignment.