Classify newspaper articles using scikit-learn and scraping test articles from several online newspapers like BBC, The Guardian, Telegraph and Reuters.
Use requirements.txt in order to install all the Python libraries required.
Run
$ python scraper.py $ python train.py $ python classifier.py politics THE Queen last night toasted the UK s special relationship with the US and told Barack Obama how the ... science Flights in and out of Scotland have been cancelled as a volcanic ash cloud from Iceland heads toward ... science The volcanic ash cloud has cleared from the UK and now disrupts European airspace but forecasters pr ... science President Barack Obama paid tribute to the extraordinary service the Queen has given to Britain and ... politics Barack Obama has indicated he would be prepared to launch another US raid into Pakistani territory i ... science No decision has been made on whether to deploy UK Apache helicopters to Libya the government has sai ... sports Hundreds of Twitter users have reacted to a footballer s bid to find out who is putting information ... entertainment Michael Owen is still hoping for a new contract with Manchester United but has given up hope of winn ... technology Seventeen lost pyramids are among the buildings identified in a new satellite survey of Egypt n n n ... health A new paper claims that health services will be cut by almost 11 per cent over the next four years i ... business Reuters The economy made a sluggish start to the year as an improved trade performance was more than ... entertainment According to former Italy and Juventus coach Marcello Lippi who is a close friend of the Scot Fergus ... science Two RAF Typhoon pilots due to fly missions over Libya were sent back to the UK for inappropriate beh ... health A British Airways pilot who believed he was stitched up by a prenuptial agreement was jailed for 26 ... science David Cameron is to resist calls for international regulation of the web by Nicolas Sarkozy at the G ... business The west s leading economic thinktank warned the Bank of England on Wednesday that it would have to ... business The details of his private life emerged in the Daily Mail and The Sun after he failed in a bid to ob ... politics There is a Slim Aarons photograph called Leisure and Fashion taken at the Colony Hotel in Palm Beach ...