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simulate categorical features for tabular data for binary classification

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:

[login to view URL]

[login to view URL]

**** MAIN DIFFICULTY IS SMALL NUMBER OF OBSERVATIONS FOR EACH UNIQUE VALUE and patterns in data ***

it is much more complicated than

[login to view URL]

[login to view URL]

since predefined patterns are needed

key part is dependency

1

between features

2

features and target

Kĩ năng: Toán học, Python, Machine Learning (ML), Statistics

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Về Bên Thuê:
( 5 nhận xét ) Toronto, Canada

ID dự án: #29446152

18 freelancer chào giá trung bình$167 cho công việc này

schoudhary1553

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$220 USD trong 5 ngày
(96 Nhận xét)
6.9
RushService

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$250 USD trong 7 ngày
(56 Nhận xét)
5.8
qaisrani123

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$200 USD trong 3 ngày
(53 Nhận xét)
5.6
TheLKteam

Dear Prospective Client, I've been developing advanced statistical models using Python and R for several years and would like to work on your project. I assure you that you will be impressed by the quality of my wor Thêm

$160 USD trong 7 ngày
(17 Nhận xét)
5.4
(35 Nhận xét)
5.0
supreetsingh2020

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.

$250 USD trong 7 ngày
(22 Nhận xét)
4.8
johnwanjiku

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

$75 USD trong 7 ngày
(13 Nhận xét)
4.5
arjun366333

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] Thêm

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4.4
statmadegreat18

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 Thêm

$200 USD trong 7 ngày
(3 Nhận xét)
3.5
ranjanisi

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.

$160 USD trong 10 ngày
(2 Nhận xét)
2.3
errandssolution

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chiranjibpatra

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leiazh

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rapsterito

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sudhir05111983

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 Thêm

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