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ml-recall

#averaging

2 questions from Classification, Decision Trees & Ensembles

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2 questions · 2 min · score and explanations at the end

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Question 1: Short answer

mediumAI-checkedClassification

A validation set has N=1000N = 1000 examples, read in minibatches of 300, so the last minibatch holds only 100. The quick estimate LqL^\text{q} averages the four minibatch mean losses with equal weight and equals 0.5; the last minibatch's mean loss is lb=0.9l^\text{b} = 0.9. What is the exact per-example validation loss LL?

a number, 2 decimals