1. Using Location Data to Predict the Outcome of Emergency Calls
Crime in San Francisco
Using Location Data to Predict the Outcome of Emergency Calls
John Van Gilder

4. Caffe Struggles
Clearly not designed for use with OSX or MATLAB 2015a
Designed for use with images, not numeric data
Caffe group on GitHub often unhelpful

5. Methods Formatted Data: Formatted Network
Feature Vector: [Day of the week, Latitude, Longitude]
Label: {0,1}
Formatted Network
Four hidden layers:
Gave the best accuracy, ranged from ~40-65% depending on these numbers
iterations

6. Results
Previous groups1 have used naïve Bayes classifier to attempt to classify type of crime as well as specific outcome given location and day of the week
~25% accuracy
I simply attempted to classify general outcome given location and day of the week
~65.25% accuracy
Nearly identical results whether day of the week was included or not
[1] Ang, Wang, Chyou at UCSD: