Mbti personality prediction using machine learning and smote for balancing data based on statement sentences

HIGHLIGHTS

• who: Gregorius Ryan and colleagues from the Bina Nusantara University, Jakarta, Indonesia have published the research: MBTI Personality Prediction Using Machine Learning and SMOTE for Balancing Data Based on Statement Sentences, in the Journal: Information 2023, 14, 217. of /2023/
• what: To the exploratory use of Word2Vec, this research provides several contributions to the field of MBTI prediction. This research had some space for improvement, such as applying more sophisticated parameters; for example, raising the tree depth or personality prediction using K-means clustering and gradient boosting. As shown in Figure 2, several steps to . . .
  

   

  

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