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People say its good for text chatting & video chatting, overall it's really cool and fun to talk to people, that's what you do on a dating site /app. To illustrate the idea behind a truncated regression, imagine that we have a dataset with only two elements [-1,1] and we are interested in the average of the data. It is 0. Now assuming that the data is censored on the left at 0 and we only observe 1, calculation without adjustment will yield 1 instead, which is biased. Similarly, in Chatous dataset, it is unlikely to observe users with extremely low quality, because nobody would like to talk with them and thus researchers will not observe them in the dataset. To adjust this bias, we rely on truncated regression. We got a hand-made manual set of 1034 users which were classified as either clean, dirty or bot. Using this data set and dividing it into training and test set; we tried to apply various classification algorithms in order to find out if we could learn to predict dirty/bot users and penalize them in the chat matching algorithm. We tried various different algorithms starting with k-neighbours to a pipeline combining more than one algorithm. This contains project work which uses chatous. com dataset for predicting quality of users and helps in predicting a better matching algorithm.
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However, fast-forward a year, and it’s clear the company hopes the app can make a comeback – a new Windows app is available, with a Mac app reportedly in the works. The mobile app is available on Android and iOS. And finally, it offers group chats based around a certain topic. This lets you follow sporting events, concerts, and other public gatherings in real-time with like-minded people. If your chat app of choice isn’t natively supported, don’t worry. Pidgin has an extensive library of plug-ins, many of which bring functionality to additional chat clients. Pidgin takes a leaf out of eBuddy’s book – it aggregates chat services from multiple third-party clients into a single easy-to-use interface. After launching in 1996, it rapidly grew in popularity. The app reached its zenith in 2001 when it boasted more than 100 million users. By 2010, the number had dropped to 42 million. Today, there are just 11 million users.