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Implement text classifier - 2 classes

$10-150 USD

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Julkaistu 6 kuukautta sitten

$10-150 USD

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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.
Projektin tunnus (ID): 37489128

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37 ehdotukset
Etäprojekti
Aktiivinen 6 kuukautta sitten

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Myönnetty käyttäjälle:
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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 classifiers like SVM, Logistic regression, Random forest and etc. I have an excellent background as a Machine Learning and Deep Learning Engineer, have rich experiences with Text Classification and Regression in python. Please feel free to contact me for the details. Best Denys
$100 USD 2 päivässä
4,2 (3 arvostelua)
5,9
5,9
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*** 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 many projects for other employers. Here is my profile URL: https://www.freelancer.com/u/Fazeennazar Check out my past reviews and skills. So, I would like to go through more specific discussions with you to provide successful results. Thank you, Mohamed F.
$40 USD 1 päivässä
5,0 (241 arvostelua)
7,5
7,5
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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 requirement. I already done text classification problem before. I will do your work very quickly and efficiently. Happy to discuss more in chat. Thanks and Regards Bhargav Dave
$50 USD 7 päivässä
4,9 (26 arvostelua)
4,0
4,0
37 freelancerit tarjoavat keskimäärin $79 USD tätä projektia
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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 familiar with could computing, chatGPT, YOLO, GPU, Mediapipe, Generative Adersarial Network, openAI, Mask R-CNN, CNN, RNN, GAN, LSTM, SVM, reinforement learning, opencv, Pytorch, tensorflow, keras, tesarret Pandas, sklearn, numpy, matplotlib, seaborn and so on. I have made app for 3d object classification, sports outcome prediction, electricity price prediction, Id card recognition, license plate recognition, image segmentation, pose estimation, card fraud detection, cancer detection, virtual try-on, image classification, object detection and recognition, facial expression recognition, charting bot, trading prediction, time series prediction, sentiment analysis, data mining and data classification, speaker recognition, speech recognition, sentiment classification, signal recognition. I can do your project perfectly. If you send the message , we can discuss the project more. Thanks.
$80 USD 1 päivässä
5,0 (22 arvostelua)
5,9
5,9
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Hello, How are you? I have 6+ years experience in Python , Machine Learning (ML) and Artificial Intelligence . I can assist you with this project and deliver it as soon as possible. Please leave a message through chat so that we can discuss the details of the project.
$80 USD 15 päivässä
5,0 (21 arvostelua)
5,9
5,9
Käyttäjän avatar
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 7 päivässä
4,9 (20 arvostelua)
5,5
5,5
Käyttäjän avatar
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 2 päivässä
5,0 (15 arvostelua)
4,8
4,8
Käyttäjän avatar
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
$100 USD 1 päivässä
5,0 (23 arvostelua)
4,6
4,6
Käyttäjän avatar
Hello, I am delighted to have come across your project post and express my sincere interest in working with you. As an experienced contractor, I am confident that I possess the skills and expertise required to deliver exceptional results on this project. Over the last decade, I have completed numerous projects similar to yours, and I am confident that I can handle tasks that demand exceptional skills, such as; Python Machine Learning (ML) Artificial Intelligence NLP To ensure we can both get a better understanding of the project requirements, budget, and deadlines, I would love to schedule a chat or message to discuss these aspects further. I am available at your convenience and look forward to hearing from you soon. In the meantime, I kindly request that you keep me in mind for future projects in case this one is no longer available. Finally, as a freelancer, I firmly believe that data is the pollution problem of the information age, and protecting privacy is an environmental challenge. Therefore, I take all necessary precautions to safeguard the confidential information you may share with me during the project. Thank you for your time and consideration, and I look forward to working with you. Best Regards, Emma A
$150 USD 7 päivässä
4,0 (15 arvostelua)
4,8
4,8
Käyttäjän avatar
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 can discuss the details of the project. Thanks!!!
$80 USD 2 päivässä
4,8 (4 arvostelua)
3,6
3,6
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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, TensorFlow, NumPy, PyCharm, Py torch, Open CV, NLP, and others. My top priority is to provide a high quality of work, https://www.freelancer.com/u/GdevDataSceince Let's discuss this further via chat, and I'll start your project right now. Thanks Gdev
$80 USD 2 päivässä
5,0 (5 arvostelua)
3,2
3,2
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I am damn sure that I can complete this project "Implement text classifier - 2 classes" beyond your expectations and within your given time and budget. I am a Ph.D. degree holder with more than 10 years of experience in academic writing with 700+ reviews with 4.8 ratings. Alongside my team, I provide custom writing that not only meets your requirements but will also get high grades in your homework and assignments. I can solve any kind of assignment related to any subject; Business, Public Relations, Economics, International Affairs and relations, Education, History, Sociology, Psychology and Criminology, Engineering, Mathematics, English, Literature, and Psychology. I will help you to score over 90% grades in all your homework and assignments even with short deadlines. I promise you that I will provide high-quality and plagiarism-free solutions even with "4-Hours" deadline. Please click on "Award" button to hire me. I am waiting for you, "Thank You"
$10 USD 1 päivässä
5,0 (4 arvostelua)
2,6
2,6
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I have read and understood all your project details "Implement text classifier - 2 classes" and I feel my self the best candidate to complete this project with 100 percent accuracy. I am Faisal Mahmood, I have more than 10 Years of experience in crafting tailored solutions for success, including; Business Plans, Pitch Decks, Feasibility Reports, Resumes, Cover Letters, and LinkedIn profiles. Over the past ten years, I have consistently delivered exceptional results, helping clients navigate the competitive landscape with precision and finesse. With a proven track record spanning ten years, I bring a wealth of experience to every project, ensuring not just quality but a profound understanding of evolving industry dynamics. My approach is rooted in precision, innovation, and a relentless pursuit of perfection, setting a standard that goes beyond expectations. I am damn sure that you will love my services, try me once at least. I am anxiously waiting for your messages.
$10 USD 1 päivässä
4,1 (5 arvostelua)
3,2
3,2
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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 these with recommendation. I can go byond where I can apply multiple models for you with Evaluation matrix comparison so better for you to understand the results from different ML based approaches. Regarding implementation yes Ican do on Colab/Jupyter notebook. I can bring a bonus for you to make GUI for results evaluation if its required. Regarding experience i have plenty of experience in AIML. I would like to speak with you further.
$110 USD 7 päivässä
4,9 (3 arvostelua)
2,4
2,4
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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 information in text. This will be implemented using popular libraries like TensorFlow and Keras. Once the training is complete, a model can be used to classify sentences into two classes - either 'class 1' or 'class 0'. This will be tested using 10% of the train set, but not present in it. The accuracy of the model can be measured using precision and recall metrics. I believe my skillset is perfect for this project -especially my experience in natural language processing and machine learning which are required for this job. Please let me know if you would like me to clarify any part of my pitch.
$50 USD 7 päivässä
5,0 (1 arvostelu)
2,0
2,0
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HELLO DEAR CLIENT I have gone through your project details, and have all the required skills, and VAST EXPERIENCE.I confirm to you that the project is doable since it's within my area of EXPERTISE i.e Python (ML, DS, AI,NLP, Web(Flask), API Dev), R, Android(Java, Kotlin), Database (Mysql, PostgreSQL, Ms Access), C/C++,C#, Java, JavaScript, HTML and CSS (Tailwindcss) e.tc. Timely and Good work is 100% guaranteed. I present my bid to you and thanks in advance as you consider me
$120 USD 7 päivässä
5,0 (3 arvostelua)
1,8
1,8
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Hello there! I am a specialist FULL-STACK developer with over 8+ years of experience in website and mobile app development. From my portfolio on Freelancer.com, you can see that I have worked on multiple projects with different clients all over the world to deliver quality-driven bug-free websites and mobile applications. I understand that you are looking for a machine learning solution that will do text pre-processing, training of ML models, evaluation on test set and all must work in Google Colabatory in Python. If you give me this project, I promise to deliver results faster than any other competitor while providing the highest quality service possible. I'm confident that my expertise in architectural designs, 2D/3D designs, landscape designs, interior designs and exterior designs along with graphics/image editing can be used to create the best text classifier for your needs. Please feel free to contact me if you would like more information or need any clarification regarding my profile or the project at hand...
$80 USD 7 päivässä
5,0 (2 arvostelua)
1,6
1,6
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Implement text classifier - 2 classes My name is Rabia Faisal, I am working in the writing industry since 2011. During this time, I have served countless clients with a full amount of satisfaction by providing them with TOP Quality Solutions. I have command of all references APA, Harvard, IEEE, MLA & Chicago, etc. I will provide plagiarism-free work with 100 percent accurate grammar within your given deadline. Please message me to get Top Class Services. I am waiting; https://www.freelancer.com/u/TopWritingGuru
$10 USD 1 päivässä
5,0 (1 arvostelu)
1,0
1,0
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$10 USD 1 päivässä
5,0 (1 arvostelu)
1,1
1,1
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Hello I have 5 year of experience in Machine learning. I done sentiment analysis using NLP. I think I can do your project in best manner. I understand the project description and I am confident that I can deliver the project. I am responsible for enhancing user experience in our company and reducing fraud. My deep understanding of Artificial Intelligence and Python make me qualified to handle this project. Please feel free to contact me for more information or clarification on any part of the project. Thank you for considering me for this job!
$100 USD 2 päivässä
5,0 (1 arvostelu)
0,5
0,5
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$10 USD 1 päivässä
0,0 (0 arvostelua)
0,0
0,0
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$10 USD 1 päivässä
0,0 (1 arvostelu)
0,0
0,0
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Hello Krzysztof W.! I have keenly read your project requirements, and this is something I can comfortably do. I have years of experience in Artificial Intelligence, Machine Learning (ML), Python and NLP I am available to start immediately. In case you need additional details on how I can complete this task, please feel free to reach out. Thank you
$25 USD 1 päivässä
0,0 (0 arvostelua)
0,0
0,0

Tietoja asiakkaasta

Maan POLAND lippu
Kręczki, Poland
4,9
12
Maksutapa vahvistettu
Liittynyt toukok. 29, 2023

Asiakkaan vahvistus

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