Question

英译汉咯，一小段，要求语言通顺，木有语法错误Like α, η affects only the quality of t

Like α, η affects only the quality of the user feedback and not the learning algorithm itself. Figure 3 shows the effect of varying the noise factor η. As seen in the figure, the algorithm is quite robust to noise. For high values of η, such as 0.2, we find that the algorithm is still able to learn quite well. The figures also indicate the expected α of the feedback received after adding noise. However, note that in this scenario, unlike the experiments varying α, the feed- back ranking can be significantly worse than the predicted ranking. Thus we see that for η = 0.2, although α ∼ 0.4 in expectation, the performance is noticeably worse than for the case of α = 0.4.

Answer 1

　　

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Like α, η affects only the quality of the user feedback and（改成but） not the learning algorithm itself. Figure 3 shows the effect of varying the noise factor η. As （需要加is）seen in the figure, the algorithm is quite robust to noise. For high values of η, such as 0.2, we find that the algorithm is still able（去掉able） to（加be） learn（需要用过去分词learned） quite well. The figures also indicate the expected α of the feedback received after adding noise. However, note （ 用复数notes） that in this scenario, unlike the experiments varying α, the feed- back ranking can be significantly worse than the predicted ranking. Thus we see that for η = 0.2, although α ∼ 0.4 in expectation, the performance is noticeably worse than for the case of α = 0.4.

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