Corpus: RCV1-v2     Measure: F1

 

SVM

(from LYRL paper)

Logistic

Normal prior

all 47,152 features

Logistic

Normal prior

3,000 features

Logistic

Laplace prior

all 47,152 features

Logistic

Laplace prior

3,000 features

Macroaverage

61.9

51.6

51.8

53.4

53.0

Microaverage

81.6

80.4

79.7

79.4

78.9