Identifying the health of fetal using Cardiotocography data

Reference no: EM133115920

CE880 An Approachable Introduction to Data Science - University of Essex

Identifying the health of fetal using Cardiotocography (CTG) data

Aim

Your job is to create a multiclass model to classify CTG features into the three fetal health states (i.e. Normal, Suspect, and Pathological).

• Try different classification algorithms such as SVM, Random Forest, KNN, and more.
• Split for data into training, validation, and test set to evaluate your model.
• Feel free to take your project in any direction. However, make sure you can justify that the approach is leading to better age prediction.
• Exploratory data analysis is quite important and please use pandas.
• Discuss with CE880 academic staff (Dr Haider Raza).

Attachment:- Case Study Project.rar

Reference no: EM133115920

Questions Cloud

What is expected value of mega million lottery ticket : Assume the following facts is provided to you by Mega Millions: What is the expected value of a $2 Mega Million lottery ticket

Different opinions on the tennessee and florida game : Two people have different opinions on the Tennessee and Florida game to be played tonight. One person supports Tennessee and is willing to offer 11 to 10 odds;

Establishing an employer-sponsored retirement plan : Jaylen would like to start maximizing retirement savings by establishing an employer-sponsored retirement plan for Troy Metals Inc. Additional objectives for th

Income tax consequence of sale and purchase strategy : What is the income tax consequence of their sale and purchase strategy?

Identifying the health of fetal using Cardiotocography data : Identifying the health of fetal using Cardiotocography (CTG) data - Feel free to take your project in any direction. However, make sure you can justify

Maintain a constant debt-equity ratio : A firm wishes to maintain a growth rate of 13.5% and a dividend payout ratio of 39%. The ratio of total assets to sales is constant at 0.70, and profit margin i

Prepare a communication for the employees : The Director of Finance, Tina Colin, has requested that you, as the Payroll Manager, prepare a communication for the employees

What is the bond price at issue : Pinder Co issues a 10-year 8.0% p.a. semi-annual coupon bond with a face value of $1,000. The effective annual bond yield is 5.0% at issue.

How many years would parker have had to wait : Based on an interest rate (discount rate) of 11.5% per year, how many years would Parker have had to wait to get the $10,000 value in the future

User Account

All Pages