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 History 19 Commits
data		data
LICENSE		LICENSE
README.md		README.md
RForest.py		RForest.py
correltation_iq.py		correltation_iq.py
correltation_sj.py		correltation_sj.py
file_builder.py		file_builder.py
main.py		main.py
main_iq.py		main_iq.py
main_sj.py		main_sj.py