Creating prediction model for given dataset using Python

I have dataset which contains job application history of few workers.

Usecase : workers apply for job on my organizations. I approve the request looking at his skills. I want to create model which can help me to predict best possible location_id based on historical data. Looking at the historical data of job application and their assigned location ID, we need to create model which can automatically help to recomment location_ID so that we get best acceptance rare.

I have attached sample dataset.


1. Apprach you have used

2. Trying on three different model using sklearn or any other python library

3. Do required pre-processing on data

4. Create model and print accuracy metrics like precision, recall, f1 score

5. Use cross validation to check accuracy

6. Brief explanation on parameters. How they are related using basic graphs

6. Breif documentation

When you bid for the project. Write me what approach will you use and how you are planning to crack this

Compétences : Machine Learning (ML), Python, Scikit Learn, Analyses statistiques, Statistiques

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Concernant l'employeur :
( 0 commentaires ) abad, India

Nº du projet : #19081393

Décerné à:


Hey! thats an cool idea and id love to work with you to help you develop a scalable and reliable machine learning model. I'm an computer science student and an machine learning enthusiast. Having worked on tons of s Plus

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11 freelance font une offre moyenne de ₹6945 pour ce travail


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 comp Plus

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Hello, dear! I am interested in your project. I have extensive experience in data analysis such as time series analysis, data forecasting, classification and clustering, data cleaning, data transform, feature selecti Plus

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do kindly share the requirements in a zip file. you can reach out to me over chat to discuss further

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Hello, I am a data scientist with extensive experience with machine learning algorithms and python. The problem you describe seems interesting and I would be happy to take it up. I dont see the dataset attached, b Plus

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Hello, Everyone! Since I dont have sample data(not uploaded) so not sure right now what i will use but for such type of queries ensemble approach is the best by rempving the outliers clustering and random forrest tech Plus

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