Algorithm

Number of Uses Algorithm of Papers

Count

Convolution Neural Network (CNN)

[2] [4] [7] [9] [10] [11] [12] [16] [17] [23] [25] [27] [30] [41] [43] [44]

16

Support Vector Machine (SVM)

[5] [14] [16] [20] [24] [28] [31] [33] [35] [37] [39] [42] [44] [45] [48]

15

Random Forest (RF)

[3] [5] [6] [8] [9] [16] [18] [20] [28] [31] [33] [35] [37] [39]

14

K-Nearest Neighbors (KNN)

[3] [5] [8] [16] [18] [28] [31] [33] [35] [37] [39] [46]

12

Decision Tree (DT)

[6] [16] [18] [28] [31] [33] [35] [37] [39]

10

Multilayer Perceptron (MLP)

[1] [3] [19] [21] [26] [31] [33] [35] [37] [39]

9

Logistic Regression (LR)

[3] [31] [33] [35] [37] [39]

6

Naïve Bayes (NB)

[3] [31] [33] [35] [37] [39]

6

J48 Trees

[3] [5] [31] [33] [35] [37] [39]

6

Deep learning (DL)

[17] [32] [34] [36] [38] [40]

6

Artificial Neural Network (ANN)

[13] [44] [46] [48]

4

XGBoost

[6] [9] [29]

3

RPART

[5] [28]

2

Bayes NET

[19] [20]

2

AUC

[49] [50]

2

ROC

[49] [50]

2

SMOTE Tomek

[15]

1

U-Net

[22]

1

Inception-v3 with 48 layers (IncV3)

[30]

1

LVQ

[44]

1

Cox Regression

[47]

1