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Table 4 Root Mean Square Errors in 10-fold Cross Validation of Random Forest Regression on Personality Traits

From: Personality of organizational social media accounts and its relationship with characteristics of their photos: analyses of startups’ Instagram photos

Feature

Openness

Conscientiousness

Extraversion

Agreeableness

Neuroticism

Content category

0.121

0.130

0.145

0.145

0.241

Facial

0.130

0.140

0.139

0.150

0.241

Pixel color

0.128

0.138

0.146

0.147

0.252

Visual

0.127

0.123

0.147

0.147

0.243

All

0.125

0.124

0.140

0.139

0.240