railroad-wrecker/rmit_cosc2753_sepsis_assignment

The aim of this report is to develop a model to help the Intensive Care Unit (ICUs) to monitor whether a patient get Sepsis during their at the ICU.

Dataset Description - Assignment 1

The provided data is a modified version of a publicly available data source, and is subject to copyright.

Donor of database:

                      The Johns Hopkins University
                      Johns Hopkins Road
                      Laurel, MD 20707 
                      [phone]

Licence agreement:

The dataset can only be used for the purpose of this assignment. Sharing or distributing this data or using this data for any other commercial or non-commercial purposes is prohibited.

Data Fields

Column Name	Attribute/Target	Description
ID	N/A	Unique number to represent patient ID
PRG	Attribute1	Plasma glucose
PL	Attribute 2	Blood Work Result-1 (mu U/ml)
PR	Attribute 3	Blood Pressure (mm Hg)
SK	Attribute 4	Blood Work Result-2 (mm)
TS	Attribute 5	Blood Work Result-3 (mu U/ml)
M11	Attribute 6	Body mass index (weight in kg/(height in m)^2
BD2	Attribute 7	Blood Work Result-4 (mu U/ml)
Age	Attribute 8	patients age (years)
Insurance	N/A	If a patient holds a valid insurance card
Sepssis	Target	Positive: if a patient in ICU will develop a sepsis , and Negative: otherwise

Missing Attribute Values: Yes