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Table 11 Comparing with related work

From: Personality classification based on profiles of social networks’ users and the five-factor model of personality

Ortigosa et al. [40]

Our work

Factors

Divide to 3-class

2-class divide to

Classes

Weka

Rapid miner

Software

Nearly = 70%

Nearly = 90%

Accuracy

Naive Bayes, K-nearest neighbors, classification trees and association rules

Neural networks, naïve Bayes, decision tree, SVM, boosting

Methods