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Published in:
2019 | OriginalPaper | Chapter
Baron-Cohen Model Based Personality Classification Using Ensemble Learning
Authors : Ashima Sood, Rekha Bhatia
Published in: Data Science and Big Data Analytics
Publisher: Springer Singapore
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Abstract
These days intelligence is not the only factor for judging the personality of a human being. Rather, emotional quotient (EQ) as well as systemizing quotient (SQ) has a major role to play for classifying a human’s personality in many areas. Using these quotients, we can foresee one’s personality in the society. The broad classification of personality on the basis of EQ and SQ score has been well researched using machine learning techniques with varying degree of accuracy. In the present research work, the performance of different classification techniques have been enhanced using ensemble learning in which various combination of classification models with different permutations has been done. Ensemble learning technique increases the accuracy in most of the cases in the present work.