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open Graph Image
photo
open Graph Image
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is In Organization
No
is In Organization
Yes
description
This study creates machine learning models to predict the seriousness of car crashes using 2019 and 2020 crash reports from the publicly accessable database maintained by the Chicago Police Department. A car crash is considered serious if the crash results in an injury or the car is towed due to the crash. Models use categorical features that describe conditions at the time of the crash and crash causes to predict the required target. The current focus is to classify whether a crash results in an injury. All machine learning models are trained, validated, and tested on randomly split 2019 crash reports. The best model (along with all others) are then tested using the full set of 2020 crash reports.
description
🥚 Born to build better enterprise frameworks and apps with Node.js & Koa
homepage
homepage
https://eggjs.org
url
https://githubhelp/maskar/chicago_traffic_crashes
url
https://githubhelp/eggjs/egg
disk Usage
41292
dis kUsage
11372
stargazer Count
1
stargazer Count
18801
forkCount
0
forkCount
1803
watcher Count
1
watcher Count
477
created At
2021-02-04
created At
2016-06-18
license Info
GNU General Public License v3.0
license Info
MIT License
issues
0
issues
50
languages
2
languages
4
repository Topics
13
repository Topics
9
owner
maskar
owner
eggjs
owner Avatar
photo
owner Avatar
photo
other
other

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