Supposed we have a classifier that has two un-labeled data d1 and d2. However, the classifier predicts
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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.
Related Book For
Fundamentals of Physics
ISBN: 978-0471758013
8th Extended edition
Authors: Jearl Walker, Halliday Resnick
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