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ML key result
YX
by
Yijin Xu
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Updated Apr 11, 2021
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Chapters
00:00
Chapter 1
00:07
Chapter 2
00:08
Chapter 3
00:26
Chapter 4
00:27
Chapter 5
00:44
Chapter 6
00:46
Chapter 7
01:00
Chapter 8
01:02
Chapter 9
01:19
Chapter 10
01:32
Chapter 11
01:34
Chapter 12
01:36
Chapter 13
Audio Transcript
Auto-generated
00:01 - 00:04
So I'll be introducing a key results improvements of each
00:04 - 00:08
stage and overall business outcome of the study first.
00:09 - 00:12
Um For stage one, the results shows that experiences with
00:12 - 00:15
more of the kings per 1000 viewers will rank higher
00:17 - 00:20
experiences with higher average review rating will rank higher and
00:21 - 00:25
experiences with lower prices will rank hiring all can be
00:25 - 00:28
illustrated photograph, it stays true.
00:29 - 00:33
The results show star experiences in categories for which should
00:33 - 00:36
use it a hat high intensities for bank higher and
00:37 - 00:40
experiences and categories that the user last click on a
00:40 - 00:41
long time ago will rank lower.
00:42 - 00:48
The results can be shown by the graph In the
00:48 - 00:48
stage three.
00:49 - 00:52
some of the futures were transformed to online world.
00:52 - 00:55
A key value story that has both read and write
00:55 - 00:59
capabilities was implemented to update the futures instantly as more
01:00 - 01:04
data comes in and stage for it.
01:04 - 01:07
The results shows that guess who have had a great
01:07 - 01:10
experience, who leave a five star rating are 1.5 times
01:10 - 01:13
more likely to rebook another experience in the next 90
01:13 - 01:16
days, compared to guess who have had a last time
01:17 - 01:22
who leave four star rating or lower to dashboards were
01:22 - 01:26
implemented to explain rankings, which can give the holes in
01:26 - 01:29
the market managers a sense of how to adjust their
01:29 - 01:36
business decisions together a desirable ranking, Last but not least.
01:36 - 01:39
The summary of improvements and business impacts for study overall
01:40 - 01:43
come illustrated by the left column of the graph, the
01:43 - 01:47
stage one model has improved bookings by 13 compared to
01:47 - 01:48
raw model.
01:49 - 01:53
The state to model has improvement of 7.9 from stage
01:54 - 01:57
one model and a stage three model has improved by
01:58 - 02:01
Uh 5.1 from the stage to a model.
02:02 - 02:08
Improvements of a positive 2.3 and 2.2 were displayed for
02:08 - 02:13
enforcement diversity in top a and low intent anywhere search,
02:13 - 02:13
respectively.
See full transcript