Implement text classifier - 2 classes

Tamamlanmış İlan edilme: 2 ay önce Teslim sırasında ödenir
Tamamlanmış Teslim sırasında ödenir

The attached CSV file is a sample of my data. First value is the sentence, second is class it belongs to.

I need a machine learning solution that will do:

- text pre-processing

- divide data into train and test. Train all sentences belonging to class 1 + randomly selected the same amount of sentences belonging to class 0. Test is supposed to be 10% of train - but not present in train.

- ML model training or fine-tuning

- evaluation on test set - number of properly classified + precision and recall.

All must be done and work Google Colabolatory in Python.

In your bid please describe what architecture will you use.

Python Machine Learning (ML) Yapay Zeka NLP

Proje NO: #37489128

Proje hakkında

37 teklif Uzak proje Aktif 2 ay önce

Seçilen:

denysvelychko

Hello there I read your description and attached dataset csv file, I see you need to build a binary classifier. On Google Colab Jupyter Notebook, I will use scikit-learn library for this job and will apply several cl Daha Fazla

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5.9
Fazeennazar

*** Python Expert for your text classification project *** I read your project description very carefully. I have a deep understanding and experience of Python Coding that you mentioned. I've previously worked on so m Daha Fazla

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bhargavdave

Hello, I have 6 year experience in machine learning and implemented basic to advanced level ML DL model like LR, SVM, K-NN, K-mean, DBSCAN, XGBoost, Randamforest, CNN, RNN, LSTM, Bi-LSTM etc. I understand your requir Daha Fazla

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Bu iş için 37 freelancer ortalamada $79 teklif veriyor

gowrilakshmi2322

Hi, How are you? Very happy to bid your project because my skills are fitted in your project. I am a AI engineer with 8 years of experience in machine learning, deep learning, data science, OCR, NLP and AI. I am very Daha Fazla

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5.9
OlektraGroup

Hello, How are you? I have 6+ years experience in Python , Machine Learning (ML) Daha Fazla

$80 USD in 15 gün içinde
(21 Değerlendirme)
5.9
WinterGreenTech

Hi, we have developed more research projects using Matlab/pyhton. Expert in ML and optimization. if you need any query related to this project, kindly contact through chat, thank you

$120 USD in 7 gün içinde
(20 Değerlendirme)
5.5
ASSAMWEB

Greetings, I have read the project description I have been working on a similar project in recent time. I am interested in the work open a chat to discuss requirements in details.

$100 USD in 2 gün içinde
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4.8
ashrafsbai6655

Hi there, I checked your requirements and guarantee you that i have relevant experience in Python it's gonna be done within the next few hours . Let's contact via chat so that I can start work immediately

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4.6
braincenter

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$150 USD in 7 gün içinde
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4.8
hotantai0902

Hello, How are you? I have 6 years experience in Python , Machine Learning and Deep Learning . I can assist you with this project and deliver it as soon as possible. Please leave a message through chat so that we ca Daha Fazla

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3.6
GdevDataSceince

Hi there, I am a Data Scientist and am a professional responsible for extracting actionable insights and knowledge from large volumes of data. I have over 12-plus years of experience with Python Library Pandas, Karas, Daha Fazla

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HelpingHut

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assignsolver

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Alishoaib786

Hi, I can offer two solutions if you are interested in: 1) Using LLM based classifier (Like BERT) 2) Pure ML based solution Like Linear or logistic regression, SVM, Doc2Vec or clustering. I can show you results for all Daha Fazla

$110 USD in 7 gün içinde
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aqeelmo143

For this binary classification task, I recommend using a natural language processing (NLP) model. Specifically, a Bidirectional LSTM (Long Short-Term Memory) neural network can be effective in capturing contextual inf Daha Fazla

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gradefinnesse

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