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Machine learning with experiment data

Hello.

If you are good at machine learning and data analysis. Please check out our task below.

We have an experiment about industry material. The data we produced was saved in .csv file. It has 19 columns. Column 1 to 18 are the experiment output data. They are in float type. Column 19 is the result. It has 3 values: pass/fail/unknown.

The result was decided by our chief engineer manually. It's not an easy task. So we would like to create a python program to process the data with machine learning, and then predict the result with new experiment data. So far, we have tried the following method:

1)XGBClassifier

2)RandomForestClassifier

3)Logic regression

4)SVM

The accuracy rate is always around 46%. However, we would like the accuracy rate up to 90% at least.

We have uploaded 100 examples. There are about 2000+ records now. The data increases about 50 records daily.

Please contact us if you have any ideas. Thank you.

Best regards,

YJ

Taidot: Python, Machine Learning (ML), tiedonlouhinta, Tilastotiede, Tilastoanalyysi

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Tietoa työnantajasta:
( 0 arvostelua ) Beijing, China

Projektin tunnus: #20304983

44 freelanceria on tarjonnut keskimäärin %project_bid_stats_avg_sub_26% %project_currencyDetails_sign_sub_27% tähän työhön

shivampanchal

I have a good hands on working with Advanced R and Python and BI tools and technologies, AI, Big Data. I have quite a good knowledge of DL/ML Algorithm , have also developed Dashboards and Web Applications using flask/ Lisää

$100 USD 7 päivässä
(90 arvostelua)
7.0
suyashdhoot

Hi I am a very experienced statistician, data scientist and academic writer. I have completed several PhD level thesis projects involving advanced statistical analysis of data. I have worked with data from several comp Lisää

$250 USD 7 päivässä
(140 arvostelua)
7.0
sumbali

I'm an Engineer in Statistics and Applied Economics, i've got many skills and expertise that will allow me achieving perfectly all the projects and assignments because my priority is your satisfaction I am a master of Lisää

$150 USD 7 päivässä
(134 arvostelua)
6.5
edecena75

Hi there... I am interested in your project. I am Python and Machine Learning specialist, certified by Freelancer. I fully understand your requirements and I am sure I can help you. Please, let's discuss details about Lisää

$112 USD 2 päivässä
(85 arvostelua)
6.4
MeihaoShiguang

+++++++++++++++++++++++++++++++++++++++ 你好! 我想,深度学习(deep learning)是这个项目的唯一选择,深度学习可以给出一个很好的结果。 我对深度学习很有经验,做过几个数据库处理(data analysis)等项目。 谢谢! +++++++++++++++++++++++++++++++++++++++

$25 USD 1 päivässä
(27 arvostelua)
6.0
anupkelkar02

I am a Python data science expert with experience in Classification and partitioning,Nureal Networks, Association rules. Also I am a Oracle Certified professional (OCP) with experience in Oracle,MySQL, SQL Server and Lisää

$45 USD 2 päivässä
(47 arvostelua)
6.0
skfaroo123

Pro Python/data mining/Math/Algorithm/ Machine Learning/AI Expert! Dear client, Once saw a your project, it was attracted my mind because I am very interested in your project and also, have rich experiences and high Lisää

$50 USD 1 päivässä
(28 arvostelua)
6.1
utkarshkatiyar19

Hi, I'm an expert in machine learning and data analysis. I'm sure that I can easily do this project for you. We can have a chat. Thanks.

$120 USD 5 päivässä
(38 arvostelua)
5.5
mza5ab8dc9be9a8c

Attention: I read all your requirements regarding this project and I can do this project because I have been worked for the same kind of projects. Well, I hope you are doing good. well regarding this project, I have Lisää

$20 USD 1 päivässä
(33 arvostelua)
5.0
dungforever

Hi, sir Why did you finished the project for one day? Please give me the project. I'll submit the result within 30 hours successfully. I'll wait for your kind contact. thank you.

$30 USD 1 päivässä
(36 arvostelua)
5.1
AlexanderPGR

Hi, there! I have read your description carefully. Very interested in your project. I have a lot of experiences with Python and ML and can work with you for this project. Let's discuss via chat. Thanks.

$20 USD 7 päivässä
(9 arvostelua)
4.3
ahmedkhaled2105

Hello there, I am an expert python developer with years of experience, I have worked on multiple python projects for both companies and individuals, I have exceptional analytical skills, and I am considered to be a gr Lisää

$30 USD 1 päivässä
(25 arvostelua)
4.5
akhilmahajan90

Hey i am data scientist . I have 3 years of experience in this things . I used genetic algorithms in machine learning for your data and provide you quite great accuracy with 90% results .

$30 USD 1 päivässä
(9 arvostelua)
3.9
drohanyadav

Hi, I understand the project completely. Send me the data and I will try to get the best accuracy possible without compromising the validity of the data. If I get the desired accuracy and you are happy with the result Lisää

$100 USD 7 päivässä
(8 arvostelua)
3.6
eng400

Hi,i'm a data scientist with a BS degree in computer science i will do your task as fast as i can and i will achieve it exactly as you want,don't worry about any thing contact me for discussion

$20 USD 7 päivässä
(17 arvostelua)
3.9
ducdac

Dear sir. I am a python programming expert. I've got many experience in ML. I've carefully read your description and I am sure I can help you perfectly. Hope to meet and have a talk. Thanks.

$20 USD 7 päivässä
(13 arvostelua)
3.4
khabibki06

Dear, That is quite interesting because I have knowledge in material science. I suggest that you do some preprocessing data to remove unnecessary data and colinearity. Please chat me for further discussion Anyway, I Lisää

$40 USD 2 päivässä
(3 arvostelua)
2.4
ferazmirxa

review my profile . i have experience in classification and prediction models. i can do your work in few hours also i can design a use interface for it. the price is very low. kindly grant me the project . i need money Lisää

$55 USD 1 päivässä
(1 arvostelu)
2.4
shraboniadhikary

Hello there, I have reviewed your project requirements and understood your requirements as mentioned above. We are working here as team and have more then 5+ years of experience in this field. We believe in quali Lisää

$25 USD 2 päivässä
(1 arvostelu)
1.3
odysseuslike

Hello sir. I'm excited about your project, because I've really rich experience in Machine Learning Programming. I've developed many projects similar to yours and excellent skills. If you award me, I'll provide wonderfu Lisää

$30 USD 7 päivässä
(2 arvostelua)
1.3