Corrected the solutions of chapter 7 exercises 6 and 7 #111
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The solutions of chapter 7 exercises 6 and 7 state that the learning rate of underfitting/overfitting boosting ensembles should be decreased and increased, respectively. I believe this is wrong and should be the other way around.
For an illustration and proof, please see this notebook.