Python supervised text classification

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We wish to develop a simple python text classifier running on the Windows 10 platform.

Data will be in tab-separated files with the following format:

(1) TRAINING INPUT

ID Detail Classification

1 BLOB of text 1 0

2 BLOB of text 2 1

3 BLOB of text 3 0

… … …

(2) UNKNOWNS INPUT

ID Detail

1 BLOB of text 1

2 BLOB of text 2

3 BLOB of text 3

… …

(3) OUTPUT

ID Detail Classification Probability

1 BLOB of text 1 0 0.2

2 BLOB of text 2 1 [url removed, login to view]

3 BLOB of text 3 0 [url removed, login to view]

… … … …

(4) FEATURE SELECTION must also be output in a separate file

Each BLOB will be English language text with a maximum of 32,000 characters. We wish to compare the performance of three different classification algorithms. You may propose the three to test in this phase of work.

In your proposal, please indicate the version of Python and any modules that you wish to use for the project.

Skills: Data Mining, Python

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Project ID: #11798902

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jovchevskaelenaa

Good Evening , my name is Elena Jovchevska and as shown I am a new Freelancer. I have been working with Machine Learning this past year, that includes Text Classification problem, further more I have solved Mouse Pat More

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scimk

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6 freelancers are bidding on average $215 for this job

pbq

Hi, 1. I'd try 1) logistic regression, 2) neural network, 3) support vector machine. 2. I'd use Python 3.5 and numpy/pandas/matplotlib/scikit-learn/nltk/word2vec/gensim/keras/tendorflow I am highly skilled in Py More

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AdeelAslam4

Hi there! I have read what you exactly need, however I would like to ask you a few questions. I wouldn't call myself a master but I do work smart and do not rest until I get the job done. Please feel free to ping me an More

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IFI91

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wangjing0401

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sivaihvf

I would use whatever python version you prefer. kindly contact me for further deliberations. Regards, siva parvathi

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damasterbdz

Dear Hiring Manager, First of all thanks for creating an opportunity. Hope you are doing well. I will not propose what the maximum Freelancer do. I dont believe in copy paste Cover letter. I read your project details, More

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