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Table 6 Multi-task recognition for leadership and extraversion traits by utilizing all personality and leadership traits on ELEA

From: Multi-domain and multi-task prediction of extraversion and leadership from meeting videos

 

Preprocessing:

None

MRMR-45

MTDA

  

Lead

Ext

Lead

Ext

Lead

Ext

Baseline

RF

67.6

74.5

68.6

75.5

61.8

72.5

 

SVM

64.7

74.5

67.6

75.5

62.7

75.5

 

RIDGE

68.6

75.5

58.8

70.6

65.6

70.6

Regularized regression

LASSO

70.6

76.5

68.6

74.5

61.8

74.5

 

L21

66.7

72.5

59.8

72.5

64.7

73.5

 

TRACE

69.6

72.5

59.8

72.5

65.7

71.6

 

ROBUST

68.3

72.5

58.8

69.6

56.9

69.6

 

RMTFL

69.6

72.5

59.8

69.6

64.7

72.5

 

DIRTY

66.3

76.5

59.8

73.5

61.8

73.5