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machine-learningdecision-tree

What happens to this example of a resample

If i do this

X_train1 = resample(X_train, n_samples = 40, random_state = 1)

Y_train1 = resample(Y_train, n_samples = 40, random_state = 1)

will it be taking the exact same n_samples because they are both set to random_state = 1?

Solution

  • No, this cannot be guaranteed.

    In your case, you can use this:

    X_train1, y_train1 = resample(X_train, y_train, n_samples = 40, random_seed=1)

    random_seed fixed to reproduce code on another machine or after a kernel restart.