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Table 6 Compare the proposed FFS model with other studies in term of accuracy

From: Fractal feature selection model for enhancing high-dimensional biological problems

Refs.

Publishing year

ALLAML

COLON

Lung

lymphoma

TOX_171

warpPIE10P

orlraws10P

CLL_SUB_111

GLI_85

Al-Shammary et al. [2]

2021

x

87.00

x

100

x

x

x

x

x

Wei et al. [12]

2020

98.86

x

x

95.34

80.69

98.33

86.46

85.95

95.02

Gao et al. [28]

2018

x

83.57

x

x

63.23

86.67

x

x

x

Gao et al. [29]

2020

94.08

78.33

x

74.66

x

67.32

x

x

83.02

Zhang et al. [30]

2021

x

92.41

90.12

93.79

x

x

x

70.92

x

Wang et al. [31]

2023

97.17

x

91.42

x

93.39

94.62

95.10

96.13

90.76

Proposed FFS

 

100

94.74

90.91

90

96.15

93.65

100

86.97

96.55