deng-ai

This repository contains the data minning and predicion codes used for DengAI: Predicting Disease Spread competition

Group name is DVios-UOMCSE13

Python modules used

Use 2 separate models for 2 cities with 4 features with the highest coorelation.
First the 2/3 of the data set as used for model building and 1/3 for model testing. Using the complete set of data for model building improved the accuracy
Updating the model again using the best set of predicted values imporved the accuracy
Reducing the features to top 3 incresed the accuracy of predicted data.
Time shifting the data

Name	Name	Last commit message	Last commit date
Latest commit dulajra Update README.md Jun 18, 2017 250f999 · Jun 18, 2017 History 19 Commits
data	data	adding data files	Jun 18, 2017
LICENSE	LICENSE	Initial commit	Apr 26, 2017
README.md	README.md	Update README.md	Jun 18, 2017
RForest.py	RForest.py	Refactoring datat file paths to relative paths	Jun 18, 2017
correltation_iq.py	correltation_iq.py	scripts to find correltatin matrices	Jun 18, 2017
correltation_sj.py	correltation_sj.py	scripts to find correltatin matrices	Jun 18, 2017
file_builder.py	file_builder.py	scripts to build data files with missing values filled	Jun 18, 2017
main.py	main.py	2 models 3 features 3 weeks lag is the best sofar	Jun 3, 2017
main_iq.py	main_iq.py	adding data files	Jun 18, 2017
main_sj.py	main_sj.py	adding data files	Jun 18, 2017