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Machine learning with experiment data

$10-30 USD

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Data postării: aproape 5 ani în urmă

$10-30 USD

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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
ID-ul proiectului: 20304983

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35 propuneri
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Activ: 5 ani în urmă

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35 freelanceri plasează o ofertă medie de $52 USD pentru proiect
Avatarul utilizatorului
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 your project by chat. Thank you.
$112 USD în 2 zile
5,0 (103 recenzii)
6,7
6,7
Avatarul utilizatorului
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 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, PYTHON, WEKA, TABLEAU and EXCEL tools like machine learning, hypothesis testing, forecasting, T-test, ANOVA etc. Looking forward to discussion, Best Regards, Suyash
$250 USD în 7 zile
4,6 (170 recenzii)
7,3
7,3
Avatarul utilizatorului
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 softwares like SPSS, SAS, STATA, R, Eviews, Minitab, MS excel I have advanced knowledges in: Econometrics: Panel Data, Pooled Data, cross-section Data, Probit, Logit, Multinomial Logit, scoring, Economics modeling, Tobit, Heckman.. ---Data Mining: Factor analysis, Principal Component Analysis, Regression (Simple, Multiple, logisitic, hierarchical, Poisson), PCA, PCA, Data Quality, Data Reliability, ANOVA, ANOM, ANCOVA, Clustering, Hierarchical Clustering and bayesian analysis I'll provide you perfect reporting using MsWord. At the same time i can help you to do any statistics related Reports Presentations Homework Tutorials Questionnaires I have Five years of research experience. I will provide the best quality work available within minimum time .
$150 USD în 7 zile
4,9 (145 recenzii)
6,6
6,6
Avatarul utilizatorului
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 skills on these fields as you can see my profiles. If given a chance, I am highly confident in my ability to deliver the highest quality. I am confident that my involvement in your project will bring it to a successful launch, on time and within budget. I look forward to hearing from you. Kind Regards
$50 USD în 1 zi
4,6 (34 recenzii)
6,3
6,3
Avatarul utilizatorului
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 MongoDB. I can help you with your requirements. Please initiate online chat.. so we can proceed with discussion
$45 USD în 2 zile
4,9 (50 recenzii)
6,0
6,0
Avatarul utilizatorului
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 extensive 8+ years of experience in Machine learning projects using Python. I will work in an efficient and correct way. Give me work, I will surely complete work within the required time. I have 8+years experience in python(all libraries like keras, tensorflow, scipy, plotly, matplotlib, pandas, etc) so I will work for you as you want. I have been worked for the following field related projects: Recommender Systems Sentiment Analysis Prediction Recognition Classification NLP(Natural Language Processing) Data Mining Data Analysis Data warehousing Data Modeling As I did MSCS(18 years of education in computer science), I can do your project in a smart way. As you can see in my profile, I have been worked for different machine learning projects and got a response from employers by getting awesome feedback. Please let me talk through chat and share your further requirements so I will definitely work for you with 100% quality as well as on time! Thanks for your time!
$20 USD în 1 zi
4,8 (87 recenzii)
6,3
6,3
Avatarul utilizatorului
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 în 5 zile
4,9 (41 recenzii)
5,6
5,6
Avatarul utilizatorului
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 great problem solver. I'd like to work on your project and help you accomplish it. Looking forward to talking to you. Thanks! PS: We're a team of 2 developers with great experience in the field of AI ML/DL, which is good for you to hire us because we'll finish your project in shorter time.
$30 USD în 1 zi
4,9 (39 recenzii)
5,3
5,3
Avatarul utilizatorului
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 then you can award me the project. Since I can't guarantee the result I don't want to waste your money and time as well
$100 USD în 7 zile
5,0 (13 recenzii)
4,2
4,2
Avatarul utilizatorului
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 quality work with ontime delivery. Kindly initiate chat to discuss more. Thanks Shraboni
$25 USD în 2 zile
5,0 (3 recenzii)
3,9
3,9
Avatarul utilizatorului
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 în 7 zile
4,9 (19 recenzii)
4,0
4,0
Avatarul utilizatorului
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 am lecturer at Department of Chemistry and teach R and python programming for undergraduate students of chemistry. I have many experience in: a. data visualization, b. linier regression, c. nonlinier regression, d. logistic regression, e. data cleansing f. machine learning g. Statistical analysis using R and python. In addition, I can work both in windows and Linux environments. I surely can help you. Please chat me for further discussion. best regards
$40 USD în 2 zile
5,0 (3 recenzii)
2,6
2,6
Avatarul utilizatorului
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 for my uni fee
$55 USD în 1 zi
4,6 (1 recenzie)
2,7
2,7
Avatarul utilizatorului
I have a masters degree in CS focused on ML and currently working as a ML Engineer in Tokyo. From the information given by you so far, I can tell that Deep learning is probably not a good solution since there is not enough data point and it'll probably overfit the data very soon. From my past experience with similar data, I believe ensemble of lightgbm and xgb should perform better and give at least 60% accuracy. I think feature engineering is the key here and there are many automated feature engineering tool which can potentially make the process easier. Although nothing is certain in ML but I believe I can achieve 90% accuracy within 4-5 days. If chosen for the project, I plan to do the following. 1. Apply ensemble of different classifier and compare their performance using confusion matrix/classification report. 2. use feature engineering and then apply the best performing ensemble to achieve best possible accuracy.
$30 USD în 4 zile
5,0 (3 recenzii)
1,9
1,9
Avatarul utilizatorului
My preferred method of freelancing is an interactive approach to project solving. I have an MSEE specializing in Digital Signal/Image/RF Processing. I do my work in MATLAB (expert). I also do Python programming.
$30 USD în 7 zile
5,0 (2 recenzii)
1,1
1,1
Avatarul utilizatorului
Hello Sir! Greetings! I have gone through your job post, I am ready to accept this job. We are a team of php, Wordpress, Magento, Laravel and Codeignator developers. Please open chat for further discussion.
$25 USD în 11 zile
5,0 (1 recenzie)
0,4
0,4
Avatarul utilizatorului
Dear customer! I am MS in software engineering. My research is on the same area n have worked in python n SQL management studio for processing my data. your task is quite interesting for me. Will love to enjoy processing your data. n make the results accordingly.
$45 USD în 15 zile
0,0 (0 recenzii)
0,0
0,0
Avatarul utilizatorului
I can apply all types of algorithm with some techniques to get maximized accuracy of algorithms. I can also provide an API based web UI so that you can easily predict the your next all values using .CSV files. Feel free to contact me if you are interested.
$35 USD în 2 zile
0,0 (0 recenzii)
0,0
0,0
Avatarul utilizatorului
Several methods including ANN techniques and classification methods that satisfy requirements tailored to your needs will be given.
$35 USD în 15 zile
0,0 (0 recenzii)
0,0
0,0
Avatarul utilizatorului
I have 4 years of experience in ML. I have worked on such requirements and successfully delivered such tasks on time. I can achieve the accuracy mentioned. We can have a discussion on this.
$100 USD în 3 zile
0,0 (0 recenzii)
0,0
0,0

Despre client

Steagul CHINA
Beijing, China
0,0
0
Membru din iul. 12, 2019

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