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Python supervised text classification

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 0.85

3 BLOB of text 3 0 0.05

… … … …

(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.

In order to eliminate spam, we will not reply to any proposal that does not provide above requested information (1) recommended classification algorithms and (2) versions of Python and modules.

スキル: データマイニング, パイソン

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採用者について:
( 64件のレビュー ) Watertown, United States

プロジェクトID: #11798902

アワード:

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 もっと

$155 USD 5日以内
(1レビュー)
2.4

この仕事に、5人のフリーランサーが、平均$227で入札しています。

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 もっと

$244 USD 3日以内
(9件のレビュー)
5.1
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 もっと

$250 USD 7日以内
(6件のレビュー)
4.0
IFI91

Hello, Sir Weebside Inc. is a professional freelancer service provided to worthy clients like you. We can provide our best developers to provide you High-Quality Product with 100% Delivery Rate, 100% Satisfaction. もっと

$155 USD 3日以内
(2件のレビュー)
3.0
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, もっと

$333 USD 7日以内
(3件のレビュー)
0.0