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Table 4 Comparison of results of research papers with the proposed technique

From: Computational modeling and experimental analysis for the diagnosis of cell survival/death for Akt protein

S. No.

Technique

Proteins

Accuracy (%)

1.

GLCM + k-NN [15]

EGFR, IRS, ERK, MK2, JNK, FKHR

75.60

2.

GLDS + k-NN [6]

AKT

76.90

3.

DWT (Bior 4.4) + SSVM [7]

ERK, MK2, JNK

80.00

4.

GLDS + SVM [6]

AKT

84.60

5.

GLCM + SVM [15]

EGFR, IRS, ERK, MK2, JNK, FKHR

85.80

6.

Proposed technique (MLP ANN)

AKT

99.89