insight-lane / crash-model

Build a crash prediction modeling application that leverages multiple data sources to generate a set of dynamic predictions we can use to identify potential trouble spots and direct timely safety interventions.

https://insightlane.org

MIT License

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fix for uninformative features and general fix for features #301

Closed bpben closed 4 years ago

bpben commented 4 years ago

Some fixes/additions:

Automatic removal of features that have no information (i.e. only one possible value).
Fix for features in the linear model
Test for process features

codecov[bot] commented 4 years ago

Codecov Report

Merging #301 into master will increase coverage by 0.69%. The diff coverage is 100%.

@@            Coverage Diff             @@
##           master     #301      +/-   ##
==========================================
+ Coverage   63.32%   64.02%   +0.69%     
==========================================
  Files          33       33              
  Lines        3253     3263      +10     
==========================================
+ Hits         2060     2089      +29     
+ Misses       1193     1174      -19