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Table 4 The average recall, precision and accuracy of NSCLC classification

From: Novel image markers for non-small cell lung cancer classification and survival prediction

 

MR

PL

NB

RF

AB

LLC

SC

NCM

Recall (%)

89.7

75.9

71.0

93.1

92.4

75.3

66.1

74.1

Precision (%)

80.5

55.9

67.3

90.6

90.9

80.4

83.2

75.4

Accuracy (%)

84.3

53.6

66.4

92.0

91.7

76.7

69.7

72.3

  1. MR: MSVM-RFE, PL: L1 penalized logistic regression, NB: naive Bayesian, RF: random forest, AB: adaboost, LLC: locality-constrained linear coding, SC: sparse coding spatial pyramid matching, NCM: nearest class mean classifier.