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Multilabelling using clustering algorithms

€8-30 EUR

Completed
Posted about 6 years ago

€8-30 EUR

Paid on delivery
Hi, I have a dataset (text) and I don't know the labels of its samples. I want to classify these samples, but I need to first label samples. So it is impossible (and time consuming) to manually label samples. I want to use clustering algorithms to label samples and then use supervised (classification) methods to classify samples. This might be helpful: [login to view URL]
Project ID: 16114028

About the project

11 proposals
Remote project
Active 6 yrs ago

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Hi. I can apply KMeans or GMM to your problem, estimate the number of clusters or mixtures K with BIC, AIC information criterions and then do classifications with logreg or any other classifier you like. I am experienced in using Python to work with data and then applying Machine Learning to it. Have worked with text classification.
€23 EUR in 2 days
5.0 (9 reviews)
4.2
4.2
11 freelancers are bidding on average €41 EUR for this job
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Have expertise in machine learning and can suggest/ work on path to achieve your end objective i.e. to use unlabelled text for classification.
€30 EUR in 1 day
5.0 (69 reviews)
6.8
6.8
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I have a good hands on working with Advanced Excel, R and Python. I have quite a good knowledge of deep learning Algorithm , have also developed dashboards and Shiny Web Application in R I understand the project requirement and will deliver the desired product within the time specified.
€70 EUR in 5 days
4.7 (87 reviews)
7.0
7.0
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A proposal has not yet been provided
€30 EUR in 3 days
5.0 (45 reviews)
5.4
5.4
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A proposal has not yet been provided
€55 EUR in 2 days
5.0 (2 reviews)
3.6
3.6
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A proposal has not yet been provided
€50 EUR in 3 days
4.8 (4 reviews)
3.5
3.5
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Hello, I can assist you in clustering your data. Clustering aims to group data with no prior knowledge in advance. I don't know if this is the case or not, but perhaps this step could be enough to classify your data.
€60 EUR in 5 days
5.0 (1 review)
1.5
1.5
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You can also use Amazon truck for manual labeling else what you suggested would definitely work, I have done a similar project using NLP let me know if I can help you
€55 EUR in 2 days
0.0 (0 reviews)
0.0
0.0

About the client

Flag of GERMANY
Frankfurt, Germany
4.9
15
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Member since Nov 1, 2016

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