news-classification-master-django
所属分类:聚类算法
开发工具:Python
文件大小:26039KB
下载次数:0
上传日期:2020-01-24 06:43:44
上 传 者:
sh-1993
说明: 基于支持向量机和朴素贝叶斯的标题新闻分类
(News classification based on Title using Support Vector Machine and Naive Bayes)
文件列表:
django-master (0, 2020-01-24)
django-master\.idea (0, 2020-01-24)
django-master\.idea\Test.iml (453, 2020-01-24)
django-master\.idea\misc.xml (185, 2020-01-24)
django-master\.idea\modules.xml (260, 2020-01-24)
django-master\.idea\workspace.xml (18289, 2020-01-24)
django-master\Test (0, 2020-01-24)
django-master\Test\.idea (0, 2020-01-24)
django-master\Test\.idea\Test.iml (453, 2020-01-24)
django-master\Test\.idea\misc.xml (185, 2020-01-24)
django-master\Test\.idea\modules.xml (260, 2020-01-24)
django-master\Test\.idea\workspace.xml (16650, 2020-01-24)
django-master\Test\__init__.py (0, 2020-01-24)
django-master\Test\__pycache__ (0, 2020-01-24)
django-master\Test\__pycache__\__init__.cpython-36.pyc (107, 2020-01-24)
django-master\Test\__pycache__\settings.cpython-36.pyc (1938, 2020-01-24)
django-master\Test\__pycache__\urls.cpython-36.pyc (386, 2020-01-24)
django-master\Test\__pycache__\wsgi.cpython-36.pyc (504, 2020-01-24)
django-master\Test\apps (0, 2020-01-24)
django-master\Test\apps\__init__.py (0, 2020-01-24)
django-master\Test\apps\admin.py (63, 2020-01-24)
django-master\Test\apps\apps.py (154, 2020-01-24)
django-master\Test\apps\classification (0, 2020-01-24)
django-master\Test\apps\classification\count_vector.pkl (1598372, 2020-01-24)
django-master\Test\apps\classification\data (0, 2020-01-24)
django-master\Test\apps\classification\data\business (0, 2020-01-24)
django-master\Test\apps\classification\data\business\0.txt (360, 2020-01-24)
django-master\Test\apps\classification\data\business\1.txt (269, 2020-01-24)
django-master\Test\apps\classification\data\business\10.txt (303, 2020-01-24)
django-master\Test\apps\classification\data\business\100.txt (268, 2020-01-24)
django-master\Test\apps\classification\data\business\101.txt (385, 2020-01-24)
django-master\Test\apps\classification\data\business\102.txt (343, 2020-01-24)
django-master\Test\apps\classification\data\business\103.txt (362, 2020-01-24)
django-master\Test\apps\classification\data\business\104.txt (318, 2020-01-24)
django-master\Test\apps\classification\data\business\105.txt (219, 2020-01-24)
django-master\Test\apps\classification\data\business\106.txt (292, 2020-01-24)
django-master\Test\apps\classification\data\business\107.txt (348, 2020-01-24)
django-master\Test\apps\classification\data\business\108.txt (366, 2020-01-24)
... ...
Coded with by Razuvitto
# News Classification
#### :newspaper: :newspaper:
This is a project that I was working on when I was taking Natural Language Processing using Python language and Django Framework
##### :pushpin:
### Getting Started
These instructions will get you a copy of the project up and running on your local machine for development and testing purposes.
##### :pushpin:
### Prerequisites
What things you need to install the software and how to install them
* Python 3.6.5 :: Anaconda, Inc.
```
python --version
```
* Anaconda Command line client (version 1.6.14)
```
anaconda --version
```
* Django (version 2.1.3)
```
python -m django --version
```
* pip (version pip 19.0.3)
```
pip --version
```
Python Library
* pandas == 0.23.0
* numpy == 1.16.1
* pickle
* nltk
to install python package, use this command
```
pip install package_name
```
##### :pushpin:
### Installing
A step by step series of examples that tell you how to get a development env running
* Get a copy of project to your directory
* Open command prompt from that directory
* to run the project, use this command
```
python manage.py runserver
```
* open browser with port http://localhost:8000/ :globe_with_meridians:
##### :pushpin:
### Demo
* First of all, you will see the greeting button with title "Check it Out", click that button
* On the input text, input the news title that you want to classify, then press button "Check"
* After that, you will see the comparison between Support Vector Machine and Naive Bayes
##### :pushpin:
### Built With
* [Django](https://www.djangoproject.com/) - The web framework used
* [Pip](https://pypi.org/project/pip/) - Package Manager
See also another project in [this](https://github.com/razuvitto) url.
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