Find Jobs
Hire Freelancers

Data Mining (Weka)

$10-30 USD

Closed
Posted over 6 years ago

$10-30 USD

Paid on delivery
A medical dataset is provided on Blackboard under Assignment->Project 2->diabetic.csv. This dataset is for prediction of hospital readmission of diabetic patients. It has 80k samples and 50 features. The dataset contains 3 classes: no readmission (NO), readmission under 30 days (<30), and readmission after 30 days (>30). First, become familiar with data set, and research some background information on diabetic readmission. Then, review published research papers (minimum are 3!) on applying data mining to medical data and briefly discuss their approach. Make sure you cite your sources (example format see appendix). Then, go through the detailed process of data preparation. Apply all preprocessing and data reduction techniques you assume they are necessary. When the data set is with enough quality, apply several predictive based techniques (minimum are 3 techniques!) and create appropriate predictive models. Test your models so that you can compare data mining techniques. Comparison of data mining techniques (and obtained predictive models) with additional discussion and interpretation of results will be very important part of your report. You will finish your project 2 report using this dataset. A separate dataset ([login to view URL]) will be provided for additional evaluation. It contains 20k unlabeled samples. You will give prediction results using one of your best prediction models. We will compare your prediction results against the true label for additional unbiased evaluation of your project. Up to 3 points in the final grade of the project will depend upon your model’s performance with this dataset.
Project ID: 15432555

About the project

11 proposals
Remote project
Active 6 yrs ago

Looking to make some money?

Benefits of bidding on Freelancer

Set your budget and timeframe
Get paid for your work
Outline your proposal
It's free to sign up and bid on jobs
11 freelancers are bidding on average $83 USD for this job
User Avatar
Hi I am a very experienced biostatistician and academic writer. I have completed several PhD level thesis projects involving advanced statistical analysis of medical data. I have worked with data from several companies and have done projects involving high level quantitative analysis and data interpretation skills to study the trends, time behaviour and compare the variables in the data. I can do advanced level analysis in SPSS, R, WEKA, TABLEAU and excel tools like machine learning, hypothesis testing, forecasting, T-test, ANOVA etc. I have worked on data mining of diabetes data using WEKA before and can share a sample. Looking forward to discussion, Best Regards, Suyash
$250 USD in 1 day
4.7 (132 reviews)
7.1
7.1
User Avatar
I have a good hand on working with Advanced Excel, R and Python. I have quite a good knowledge of deep learning Algorithm , have also developed dashboards and Shiny Web Application in R. Relevant Skills and Experience I understand the project requirement and will deliver the desired product within the time specified. Proposed Milestones $100 USD - Milestones
$100 USD in 1 day
4.8 (72 reviews)
6.7
6.7
User Avatar
I have briefly read the description on content development, and I can deliver as per the requirements however I need us to discuss for more clarity on the details, deadline and budget as well. Relevant Skills and Experience data Proposed Milestones $25 USD - 1
$25 USD in 1 day
4.7 (25 reviews)
5.9
5.9
User Avatar
Hello! Being one of the most experienced Statistician/Mathematician on this website with around half thousand excellent reviews and proven track record, I would love to work on this project. I am experienced data analyst also familiar with almost all statistical softwares including SPSS, R, Stata, Eviews, Mathematica, SAS, Weka, Minitab, Python and Matlab etc. Please reply back to discuss further. Thank you!
$277 USD in 7 days
4.5 (47 reviews)
6.1
6.1
User Avatar
Hi, I do projects in data mining using Weka library. I can do this project. you will not be disappointed. Thanks.
$15 USD in 1 day
4.8 (4 reviews)
3.8
3.8
User Avatar
A proposal has not yet been provided
$100 USD in 1 day
4.9 (8 reviews)
3.3
3.3
User Avatar
Greeting, I have understood your Data Mining task and can do it with your 100% satisfaction. Please ping me for more discussion. Stay tuned, I'm still working on this proposal.
$25 USD in 1 day
5.0 (1 review)
2.0
2.0
User Avatar
Objective:to develop and validate a tool to predict of all-cause readmission within n days among hospitalized diabetics . Use predictors to modelling logit and estimated early risk indicator Relevant Skills and Experience I am consultant data scientist and machine learning expert. I am developing predictive modelling for medical tablet .
$35 USD in 1 day
0.0 (0 reviews)
0.0
0.0

About the client

Flag of UNITED STATES
United States
0.0
0
Member since Oct 18, 2017

Client Verification

Thanks! We’ve emailed you a link to claim your free credit.
Something went wrong while sending your email. Please try again.
Registered Users Total Jobs Posted
Freelancer ® is a registered Trademark of Freelancer Technology Pty Limited (ACN 142 189 759)
Copyright © 2024 Freelancer Technology Pty Limited (ACN 142 189 759)
Loading preview
Permission granted for Geolocation.
Your login session has expired and you have been logged out. Please log in again.