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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

Kemahiran: Matematik, Python, Machine Learning (ML), Statistik

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Tentang Majikan:
( 5 ulasan ) Toronto, Canada

ID Projek: #29446152

18 pekerja bebas membida secara purata $167 untuk pekerjaan ini

schoudhary1553

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 Lagi

$220 USD dalam 5 hari
(96 Ulasan)
6.9
RushService

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$250 USD dalam 7 hari
(56 Ulasan)
5.8
qaisrani123

HI, I am experienced data scientist and machine learning engineer. I used statistical analysis of the data and make prediction based on ML algorithms.I can handle computer vision and NLP tasks using Python(Tensorflow, Lagi

$200 USD dalam 3 hari
(53 Ulasan)
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 Lagi

$160 USD dalam 7 hari
(17 Ulasan)
5.4
(35 Ulasan)
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 dalam 7 hari
(22 Ulasan)
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 dalam 7 hari
(13 Ulasan)
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] Lagi

$110 USD dalam 7 hari
(9 Ulasan)
4.4
statmadegreat18

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$200 USD dalam 7 hari
(3 Ulasan)
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 dalam 10 hari
(2 Ulasan)
2.3
errandssolution

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3.6
crashcoders

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2.3
chiranjibpatra

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$150 USD dalam 3 hari
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1.9
leiazh

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0.0
rapsterito

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$140 USD dalam 7 hari
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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 Lagi

$250 USD dalam 7 hari
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0.0
WritingTerritory

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2.1
saadtariq329

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$140 USD dalam 7 hari
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