• This is a project for Cathay Big Data Competition. The main idea is using logistic regression to predict the health of people in UK.
• The data is from the Census Microdata of Office for National Statistics of UK. https://www.ons.gov.uk/census/2011census/2011censusdata/censusmicrodata/microdatateachingfile

• logistic.py

The handedcrafted logistic regression model.

• weight.txt

The weights after training, which can help distinguish the importance of different features.

• keras1.py

The fisrt model of logistic regression for binary class.

• keras2.py

The improved model of logistic regression for binary class.

• label_cathay (1).csv

The labels for the binary training.

• train_cathay (1).csv

The features extracted from the database.

• keras_multiClass.py

The model of logistic regression for multi-class.

• label_cathay (1).csv

The labels for the binary training..

• multiLabel_cathay.csv

The labels for the multi-class training.

• output.csv

The trained weights for the model.

• output1.csv

The trained weights for the model.

• weight_cathay.csv

The trained weights for the model.