https://github.com/nrstott/brfss
Multitask DNN in Tensorflow for predictive analytics on the CMS Behavioral Risk Factor Surveillance System (BRFSS)
https://github.com/nrstott/brfss
machine-learning tensorflow tensorflow-models
Last synced: about 2 months ago
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Multitask DNN in Tensorflow for predictive analytics on the CMS Behavioral Risk Factor Surveillance System (BRFSS)
- Host: GitHub
- URL: https://github.com/nrstott/brfss
- Owner: nrstott
- Created: 2018-04-24T02:22:41.000Z (about 8 years ago)
- Default Branch: master
- Last Pushed: 2018-05-10T15:30:20.000Z (about 8 years ago)
- Last Synced: 2025-09-02T06:32:57.450Z (10 months ago)
- Topics: machine-learning, tensorflow, tensorflow-models
- Language: Python
- Size: 84.6 MB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Predictive Analyatics on the BRFSS
Multitask DNN in Tensorflow for predictive analytics on the CMS [Behavioral Risk Factor Surveillance System](https://www.cdc.gov/brfss/index.html) (BRFSS).
## Data
The [LLCP_2016.zip](https://github.com/nrstott/brfss/blob/master/brfss/data/LLCP2016.zip) file in the [brfss/data](brfss/data) directory contains the 2016 BRFSS data from
CMS shuffled and separated into three files:
* LLCP2016_holdout.csv: 20% of the data held out.
* LLCP2016_train.csv: 80% of the non-holdout data for training the multitask deep neural network.
* LLCP2016_eval.csv: 20% of the non-holdout data for evaluating the multitask deep neural network during training.