A Dynamic Model for Imputing Missing Medical Data: A Multiobjective Particle Swarm Optimization Algorithm

Table 1

The continuous and discrete algorithms that were used in the proposed model.

No.	Algorithm name
Discrete algorithms
1	Support vector machines-linear
2	Support vector machines-quadratic
3	Support vector machines-polynomial
4	Support vector machines-RBF = 5
5	Support vector machines-RBF = 2
6	Support vector machines-RBF = 1
7	Support vector machines-RBF = 0.5
8	Support vector machines-RBF = 0.2
9	Support vector machines-RBF = 0.1
10	1-NN
11	3-NN
12	5-NN
13	7-NN
14	9-NN
15	Decision tree (C4.5)
16	Artificial neural network feed forward
17	Logistic regression
18	Naïve Bayesian
Continuous algorithms
1	Support vector regression (SVR)
2	1-NN
3	3-NN
4	5-NN
5	7-NN
6	9-NN
7	Continuous decision tree (CART)
8	Artificial neural network feed forward
9	Multiple regression