Two samples
After building several classification models based on thetic_tac_toe
dataset, you realize that some models do not generalize as well as others. You have created training and testing splits just as you have been taught, so you are curious why your validation process is not working.
After trying a different training, test split, you noticed differing accuracies for your machine learning model. Before getting too frustrated with the varying results, you have decided to see what else could be going on.
This exercise is part of the course
Model Validation in Python
Hands-on interactive exercise
Have a go at this exercise by completing this sample code.
# Create two different samples of 200 observations
sample1 = tic_tac_toe.____(____, random_state=1111)
sample2 = tic_tac_toe.____(____, random_state=1171)