simulate categorical features for tabular data for binary classification
$30-250 USD
Paid on delivery
task is not so simple as seems to be
you should be very good in Mathematical Statistics , especially in random data simulations
you define dependency by correlation matrix , as parameter
do not forget include dependency between features and features and target
simulate data by yourself with predefined patterns,
for example
data 1 million rows for example 20 categorical features each feature has unique 570 categorical values
then in average
140 observations for one unique value
140~ = 100000 / 570
for example these may be not good:
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**** MAIN DIFFICULTY IS SMALL NUMBER OF OBSERVATIONS FOR EACH UNIQUE VALUE and patterns in data ***
it is much more complicated than
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since predefined patterns are needed
key part is dependency
1
between features
2
features and target
Project ID: #29446152
About the project
18 freelancers are bidding on average $167 for this job
Hi, Greetings! ✅ I have checked and gone through the project details and I am very skilled in it. ✅Completed Time: In project deadline We have worked on 640 + Projects. I have 6 + years of the experience in sam More
I am an expert in MATLAB and have done projects on Machine learning. We can implement this using SVM or NARX NN or BP-ANN. We can discuss the details through the chat.
I am committed to offer top notch services. I will deliver the work in time with strict adherence to deadlines. let's do this.I am good at Machine Learning (ML), Statistics, Mathematics and Python Regards
Thank you for inviting me on your project , Good morning ,i am a full stack developer having 7 year experience in machine learning , AI , Mathematical equestions , python , please check my profile [login to view URL] More
Hello, I have read the requirements of your project and I can achieve this with python. I am a data scientist with working experience in web scrapping, data processing, data analysis, text classification, anomaly detec More
Hello there I have seen and read your project "simulate categorical features for tabular data for binary classification" and I am very much interested to help. The skill guiding ,me to handle this work are : M More
Hello, I am PhD student working in ML and CV. I think I will be able to do this project in categorical random data simulations. Please give us more details regarding this project. Thank you.
Hi! Thank you for the invitation. I can do your problem. As you said this is not that easy. I agree to your point. I will solve the problem using the help of makov hidden models. I will provide you with math More
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Hi, I read the whole project description. I am of course very good mathematics, statistics and python and also have some experience of Machine Learning. I understood that you need to simulate the classification o More
