Using scikit learn RandomForestClassifier to detect clickbait.
Data taken from here: http://www.clickbait-challenge.org/
cross val: [ 0.77972466 0.79197995 0.79673777] roc auc: 0.844501860273 confusion: [[454 136] [ 33 377]] report: precision recall f1-score support clickbait 0.93 0.77 0.84 590 no-clickbait 0.73 0.92 0.82 410 avg / total 0.85 0.83 0.83 1000 false positive target titles: LeBron James' personal barber: 'There is no dye' Natasha Lyonne on Meeting Nicki Minaj, Preparing for “Orange Is The New Black” & Why She Hates Spanx [Video] Jaden Smith joins Baz Luhrmann's Netflix drama ‘Jurassic World’ Bites Off Biggest Global Debut of All Time With $511.8 Million All the news from Apple's WWDC 2015 Keynote Homer and Marge aren't over on 'The Simpsons' because love conquers all ‘The Art of Dissent’ Throwing a Lifeline for the High Seas Bryce Dallas Howard Cries On Command While Talking Home Depot With Conan Lost Brother in Yosemite Cleveland Weatherman Voices Displeasure Over LeBron James' No-Call Foul on TV Magic Johnson says LeBron might be having greatest Finals ever, and Curry and Green need to keep quiet - SportsNation - ESPN Jurassic World returns for new generation An Open Letter to Jerry Seinfeld from a 'Politically Correct' College Student Another Bonus of Best Friends: They're Good for Your Health Android Auto Review: Your Next Car Needs This [Video] Vine Armpit hair, don't care! Chinese women flood social media with hairy underarm selfies to prove they don't need to be hairless to be beautiful 10 Ways the Expat Life Is Like a Continual Espresso Buzz - Expat Ranking the MLB teams ahead of the offseason Blake Griffin Explains the Lyrics to Fetty Wap's 'Trap Queen' Super PACs explained 19 Reasons Why Christopher Lee Was A Pretty Amazing Human Being Apple Music's rivals aren't impressed Natasha Lyonne on Meeting Nicki Minaj, Preparing for “Orange Is The New Black” & Why She Hates Spanx [Video] Defining moments in '70s television Secret Cinema: The Empire Strikes Back review - the force is weak with this one Light on your feet! Japanese inventor creates LED dancing shoes that allow users to paint the town any colour they like UGA's Nick Chubb Doesn't Use Social Media Because He Doesn't Need to Advertise Simple Life Among the Hutterites The Koch brothers and the Republican Party go to war — with each other How the Spurs' 2014 Finals performance changed the NBA forever Scouting Reports for Riley Curry and the All-NBA Kid Team