May 7, 2018 04:13
6 yrs ago
English term

smooth out the prediction

English to Persian (Farsi) Other Computers (general) expresion
Bagging not only helps with instability, it helps smooth out the prediction. Smoothing
works especially well for a technique, such as decision trees, that dices data in a
recursive, piecewise linear fashion (i.e., the decision boundaries in the data are formed by
linear cut-points that are determined by the values on the left and right sides of the branch
partitions).

Proposed translations

+2
3 mins
Selected

کار (مسیر) پیش بینی را هموار می کند

,,,
Peer comment(s):

agree Morteza Gholami
53 mins
Thank you so much.
agree Mehran Borzoufard
6 hrs
Thank you so much.
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4 KudoZ points awarded for this answer. Comment: "thanks"
+3
1 hr

کار پیشبینی را آسان میکند

smooth out:
to reduce the difficulties or changes in a process or situation:
ex: By investing small amounts regularly, you can smooth out the effects of sudden rises and falls in the stock market.

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Note added at 2 hrs (2018-05-07 06:52:09 GMT)
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In my opinion, we can use ساده سازی in this sentence too; because if we take into account both the literal meaning and the context meaning, we can conclude that ساده سازی can be used as the best equivalent.
Note from asker:
i think u r right, but have doubt on the meaning of smooth in other sentences such as "One side effect of smoothing is obscuring the overall structure of the decision tree"... do we say "ساده سازی" here as well?
Peer comment(s):

agree Seyedsina Mirarabshahi
11 hrs
agree Seyedeh Negin Mahjoub
13 hrs
agree zoha karimi
6 days
Something went wrong...
1 day 1 hr

هموارسازی پیش‌بینی‌ها (پیش‌بینی‌ها را هموار می‌کند)

در علم آمار، هموارسازی (smoothing) به معنای حذف نویزها و داده‌ها و نتایج تصادفی و نامربوط است. در اکثر منابع و سایت‌های تخصصی که بنده بررسی کردم، برای بیان این مفهوم از واژۀ «هموارسازی» استفاده شده بود.
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