Question: Supposed we have a classifier that has two un-labeled data d1 and d2. However, the classifier predicts d 1 which has probability for label A,

Supposed we have a classifier that has two un-labeled data d1 and d2. However,  the classifier predicts d 1 which has probability for label A, B and C as 0.9, 0.08 and 0.02 respectively and 0.1, 0.6 and 0.2 for d 2 as shown in the following table.

Instances
Label A
Label B
Label C
d 1
0.9
0.08
0.02
d 2
0.1
0.6
0.2

Which data will the active learning ask the oracle if the active learning using (a) Least confidence Strategy; (b) Margin Sampling strategy; (c) Entropy Sampling strategy respectively? must justify your answer.

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