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David Robinson, Data Scientist at Stack Overflow, analysed Donald Trumps tweets. It looks like when Trump wishes the Olympic team good luck, he’s tweeting from his iPhone. When he’s insulting a rival, he’s usually tweeting from an Android. This could suggest that some tweets are his own, whereas other are by some handler.
According to this study, conducted by Harvard University and the University of Vermont, our choice of Instagram filters effectively predicts our mental health. The study made use of algorithmic face detection, colour analysis and metadata components.
Make predictions and classifications in a more accurate way using ensemble method, which is proven to offer one of the most convincing ways to build highly accurate predictive models.
“Ensemble methods are learning models that achieve performance by combining the opinions of multiple learners. Typically, an ensemble model is a supervised learning technique for combining multiple weak learners or models to produce a strong learner with the concept of Bagging and Boosting for data sampling.”