Prediction of updates

€8-30 EUR

Completed

Posted about 7 years ago

€8-30 EUR

Paid on delivery

Hi, I have a set of incidents with certain text named short description (text is in bilingual) with [login to view URL] updates. Now, I want to predict [login to view URL] updates for a new incident based on past incident data sets. How? 1)Text pre-processing a) Cleaning the short description column b) Creating two columns for each language separately 2) Prediction model from past data a) Calculating TF-IDF value individually for each language b) Estimation the category(as either High/Low) based on Naive Bayes classifier(F1-measure) Few details.... Data format: CSV Data size: 11200 rows no. of updates class for categorizing : 1)High--if updates >= 12 2)Low--if upddates <12 Further details will be sent personally

Data Cleansing

Data Mining

Data Processing

Machine Learning (ML)

Python

Project ID: 19554436

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5 proposals

Remote project

Active 7 yrs ago

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Awarded to:

@SrushtiGangiredd

Hey, Here is my plan on how to approach this. 1. Clean the text using scipy libraries. 2. Use bag of words / ngrams / tf-idf to convert the data into machine learning suitable one. 3. Develop the model to categorize / classify the text. Should not take too long. I have worked on similar projects before. Let me know if you like my plan we can go ahead and work on this. Thanks, Srushti

€55 EUR in 3 days

0.0

(0 reviews)

0.0

@zainafzal003

Hi, I would love to work with you on this project. I have almost 2 years of experience working with the textual data , more specifically NLP. I have worked with the prediction of textual reviews using sentiment analysis and the model is in production as well wit h a web interface built on Flask. Feel free to Contact Regards, Zain Afzal

€31 EUR in 4 days

5.0

(4 reviews)

2.9

5 freelancers are bidding on average €82 EUR for this job

@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, send me your dataset and let's discuss details about your project by chat. Thank you.

€250 EUR in 3 days

5.0

(102 reviews)

6.7

@origami07

Salutations, I have been developing scripts in the python environment for many years. I can intern your tasks. I have experience with all of the following: Python / Deep Learning / Machine Learning / Image Processing SciKit Learn / NumPy / Tensorflow / Web Services / NLP / I must have a milestone created and complete specifications sent before i can do anything at all. Kind Regards

€50 EUR in 6 days