Download - Yandex20131017 ageev-2
![Page 1: Yandex20131017 ageev-2](https://reader033.vdocuments.site/reader033/viewer/2022042816/5594ad811a28ab9d0e8b474b/html5/thumbnails/1.jpg)
![Page 2: Yandex20131017 ageev-2](https://reader033.vdocuments.site/reader033/viewer/2022042816/5594ad811a28ab9d0e8b474b/html5/thumbnails/2.jpg)
![Page 3: Yandex20131017 ageev-2](https://reader033.vdocuments.site/reader033/viewer/2022042816/5594ad811a28ab9d0e8b474b/html5/thumbnails/3.jpg)
–
–
–
![Page 4: Yandex20131017 ageev-2](https://reader033.vdocuments.site/reader033/viewer/2022042816/5594ad811a28ab9d0e8b474b/html5/thumbnails/4.jpg)
![Page 5: Yandex20131017 ageev-2](https://reader033.vdocuments.site/reader033/viewer/2022042816/5594ad811a28ab9d0e8b474b/html5/thumbnails/5.jpg)
–
–
–
![Page 6: Yandex20131017 ageev-2](https://reader033.vdocuments.site/reader033/viewer/2022042816/5594ad811a28ab9d0e8b474b/html5/thumbnails/6.jpg)
–
–
![Page 7: Yandex20131017 ageev-2](https://reader033.vdocuments.site/reader033/viewer/2022042816/5594ad811a28ab9d0e8b474b/html5/thumbnails/7.jpg)
![Page 8: Yandex20131017 ageev-2](https://reader033.vdocuments.site/reader033/viewer/2022042816/5594ad811a28ab9d0e8b474b/html5/thumbnails/8.jpg)
–
–
–
–
![Page 9: Yandex20131017 ageev-2](https://reader033.vdocuments.site/reader033/viewer/2022042816/5594ad811a28ab9d0e8b474b/html5/thumbnails/9.jpg)
![Page 10: Yandex20131017 ageev-2](https://reader033.vdocuments.site/reader033/viewer/2022042816/5594ad811a28ab9d0e8b474b/html5/thumbnails/10.jpg)
–
–
–
–
![Page 11: Yandex20131017 ageev-2](https://reader033.vdocuments.site/reader033/viewer/2022042816/5594ad811a28ab9d0e8b474b/html5/thumbnails/11.jpg)
–
–
–
–
–
–
Example Questions:
• How many Swedes speak English as a
percentage?
• When the jominy test was invented?
• Which metals float on water?
• What is oxygen partial pressure at 5000
feet?
• How many Argentine soldiers died in
falklands islands war?
• What ingredients in cough medicine make
you hallucinate?
• How do you say welcome in kashmiri?
• Am I allowed to carry a parachute onboard
as a hand luggage?
• What animal is smaller than a bear but it
eats a plant called bearberry?
![Page 12: Yandex20131017 ageev-2](https://reader033.vdocuments.site/reader033/viewer/2022042816/5594ad811a28ab9d0e8b474b/html5/thumbnails/12.jpg)
Worker (optional) feedback:
• "That was pretty interesting and
worked well. I felt like I was able
to get answers to most of the
questions pretty easily."
• "Little confusing at first… search
engines were not very helpful on
most without some in depth
searching"
![Page 13: Yandex20131017 ageev-2](https://reader033.vdocuments.site/reader033/viewer/2022042816/5594ad811a28ab9d0e8b474b/html5/thumbnails/13.jpg)
–
–
–
![Page 14: Yandex20131017 ageev-2](https://reader033.vdocuments.site/reader033/viewer/2022042816/5594ad811a28ab9d0e8b474b/html5/thumbnails/14.jpg)
–
–
–
![Page 15: Yandex20131017 ageev-2](https://reader033.vdocuments.site/reader033/viewer/2022042816/5594ad811a28ab9d0e8b474b/html5/thumbnails/15.jpg)
![Page 16: Yandex20131017 ageev-2](https://reader033.vdocuments.site/reader033/viewer/2022042816/5594ad811a28ab9d0e8b474b/html5/thumbnails/16.jpg)
![Page 17: Yandex20131017 ageev-2](https://reader033.vdocuments.site/reader033/viewer/2022042816/5594ad811a28ab9d0e8b474b/html5/thumbnails/17.jpg)
![Page 18: Yandex20131017 ageev-2](https://reader033.vdocuments.site/reader033/viewer/2022042816/5594ad811a28ab9d0e8b474b/html5/thumbnails/18.jpg)
–
– ±
–
–
–
–
![Page 19: Yandex20131017 ageev-2](https://reader033.vdocuments.site/reader033/viewer/2022042816/5594ad811a28ab9d0e8b474b/html5/thumbnails/19.jpg)
–
–
–
–
![Page 20: Yandex20131017 ageev-2](https://reader033.vdocuments.site/reader033/viewer/2022042816/5594ad811a28ab9d0e8b474b/html5/thumbnails/20.jpg)
![Page 21: Yandex20131017 ageev-2](https://reader033.vdocuments.site/reader033/viewer/2022042816/5594ad811a28ab9d0e8b474b/html5/thumbnails/21.jpg)
![Page 22: Yandex20131017 ageev-2](https://reader033.vdocuments.site/reader033/viewer/2022042816/5594ad811a28ab9d0e8b474b/html5/thumbnails/22.jpg)
![Page 23: Yandex20131017 ageev-2](https://reader033.vdocuments.site/reader033/viewer/2022042816/5594ad811a28ab9d0e8b474b/html5/thumbnails/23.jpg)
–
–
–
–
![Page 24: Yandex20131017 ageev-2](https://reader033.vdocuments.site/reader033/viewer/2022042816/5594ad811a28ab9d0e8b474b/html5/thumbnails/24.jpg)
![Page 25: Yandex20131017 ageev-2](https://reader033.vdocuments.site/reader033/viewer/2022042816/5594ad811a28ab9d0e8b474b/html5/thumbnails/25.jpg)
λ
– λ
– λ
![Page 26: Yandex20131017 ageev-2](https://reader033.vdocuments.site/reader033/viewer/2022042816/5594ad811a28ab9d0e8b474b/html5/thumbnails/26.jpg)
–
–
–
![Page 27: Yandex20131017 ageev-2](https://reader033.vdocuments.site/reader033/viewer/2022042816/5594ad811a28ab9d0e8b474b/html5/thumbnails/27.jpg)
λ = 0.7
![Page 28: Yandex20131017 ageev-2](https://reader033.vdocuments.site/reader033/viewer/2022042816/5594ad811a28ab9d0e8b474b/html5/thumbnails/28.jpg)
![Page 29: Yandex20131017 ageev-2](https://reader033.vdocuments.site/reader033/viewer/2022042816/5594ad811a28ab9d0e8b474b/html5/thumbnails/29.jpg)
![Page 30: Yandex20131017 ageev-2](https://reader033.vdocuments.site/reader033/viewer/2022042816/5594ad811a28ab9d0e8b474b/html5/thumbnails/30.jpg)
–
–
–
–
![Page 31: Yandex20131017 ageev-2](https://reader033.vdocuments.site/reader033/viewer/2022042816/5594ad811a28ab9d0e8b474b/html5/thumbnails/31.jpg)
–
–
–
–
–
–
![Page 32: Yandex20131017 ageev-2](https://reader033.vdocuments.site/reader033/viewer/2022042816/5594ad811a28ab9d0e8b474b/html5/thumbnails/32.jpg)
![Page 33: Yandex20131017 ageev-2](https://reader033.vdocuments.site/reader033/viewer/2022042816/5594ad811a28ab9d0e8b474b/html5/thumbnails/33.jpg)
Алгоритмы предсказания
интересности фрагмента:
– GBM
– Decision Tree
Проверка на Validation Set
![Page 34: Yandex20131017 ageev-2](https://reader033.vdocuments.site/reader033/viewer/2022042816/5594ad811a28ab9d0e8b474b/html5/thumbnails/34.jpg)
𝑖
–
–
–
![Page 35: Yandex20131017 ageev-2](https://reader033.vdocuments.site/reader033/viewer/2022042816/5594ad811a28ab9d0e8b474b/html5/thumbnails/35.jpg)
–
–
![Page 36: Yandex20131017 ageev-2](https://reader033.vdocuments.site/reader033/viewer/2022042816/5594ad811a28ab9d0e8b474b/html5/thumbnails/36.jpg)
–
–
–
–
![Page 37: Yandex20131017 ageev-2](https://reader033.vdocuments.site/reader033/viewer/2022042816/5594ad811a28ab9d0e8b474b/html5/thumbnails/37.jpg)
–
–
![Page 38: Yandex20131017 ageev-2](https://reader033.vdocuments.site/reader033/viewer/2022042816/5594ad811a28ab9d0e8b474b/html5/thumbnails/38.jpg)
![Page 39: Yandex20131017 ageev-2](https://reader033.vdocuments.site/reader033/viewer/2022042816/5594ad811a28ab9d0e8b474b/html5/thumbnails/39.jpg)